• (2016) Ph.D. in Nuclear Engineering, Seoul National University
• (2011) M.S. in Nuclear Engineering, Seoul National University
• (2009) B.S. in Nuclear Engineering, Seoul National University

• 2020 Director of Department of Accelerator development and operation, Korea Atomic Energy Research Institute
• 2016~2022 Senior Researcher, Korea Atomic Energy Research Institute
• 2016 Postdoc, Center for Advance Research in Fusion Reactor Engineering, Department of nuclear engineering, Seoul National University

• Nuclear fusion engineering, Fusion plasma heating & current drive, Neutral beam injection, Negative ion source, ion beam engineering

• Neutral beam injection technology
  Development of negative ion source
  High energy and current accelerator for NBI
  High efficiency innovative neutralizer
  Plasma and beam diagnostics
  Fusion plasma heating and current drive

• J.J. Dang, J.M. Jo, K.-J. Chung, Y. S. Hwang, M. S. Cheon, H. G. Lee and L. Bertalot, Study of capsule position monitoring methods for ITER neutron activation system, Fusion Engineering and Design 89, 2268-2271 (2014).
• J.J. Dang, K.-J. Chung, and Y. S. Hwang, A simple spectroscopic method to determine the degree of dissociation in hydrogen plasmas with wide-range spectrometer, Review of Scientific Instruments 87, 053503 (2016). K.J. Chung, J.J. Dang, J.Y. Kim, W.H. Cho and Y.S. Hwang, Kinetics of electrons and neutral particles in radio-frequency transformer coupled plasma H- ion source at Seoul National University, New Journal of Physics 18, 105006 (2016).
• J.J. Dang, Design Study and Fabrication of the Target/Ion Source to Generate a Li-8 Beam, Journal of the Korean Physical Society 73, 1103-1106 (2018).

• Ph.D Material Science and Engineering Korea Advanced Institute of Science and Technology (2004)
• MS. Material Science and Engineering Korea Advanced Institute of Science and Technology (1999)
• BS. Material Science and Engineering Korea Advanced Institute of Science and Technology (1997)

• 
  
  
• Thin Film Solar cells : Chalcogenide, earth-abundant materials, CIGS, Flexible, color and semi-transparent solar cells
• Tandem & multi-junction solar cells
  SI-based tandem cell, CIGS-based tandem cell, Perovskite vacuum deposition, Multi-junction cell
  
  
• Multi-functional PV modules
  BIPV(Building Integrated PV), V(Vehicle)IPV, R(Road)IPV
  
  
• PV-based hybrid energy system : Energy sharing platform, Sector coupling

• High Efficiency CIGS cells and Modules
• Technology Transfer to LG Innoteck
• Flexible CIGS solar cells on Polyimide, stainless steel, and Ultra thin glass
• Monolithic Modulation by laser scribing
• CIGS/Perovskite tandem cell
• Inorganic/organic Hybrid Tandem cell
• - First KS Certification for CIGS flexible module in Korea (Solarnd+KHNP)
• Energy sharing Platform for Busan Eco Delta City Smart Village
  
  
• 
  
  

• Atom-Scale Chemistry in Chalcopyrite-Based Photovoltaic Materials Visualized by Atom Probe Tomography, ACS Applied Materials & Interfaces 2022 14 (47), 52825-52837
• Defect Engineering in Earth-abundant Cu2ZnSnSe4 Absorber Using Efficient Alkali Doping for Flexible and Tandem Solar Cell Applications,
• Mechanisms of extrinsic alkali incorporation in CIGS solar cells on flexible polyimide elucidated by nanoscale and quantitative analyses” Nano Energy 67 104201 (2020)
• Ultra‐Thin Glass: Flexible and Semi‐Transparent Ultra‐Thin CIGSe Solar Cells Prepared on Ultra‐Thin Glass Substrate: A Key to Flexible Bifacial Photovoltaic Applications”, Adv. Funct. Mater. 36 (2020)
• Effect of crystal orientation and conduction band grading of absorber on efficiency of Cu (In, Ga) Se2 solar cells grown on flexible polyimide foil at low temperature”, Advanced Energy Materials 8(26) 1801501 (2018)
• “Development of semitransparent CIGS thin-film solar cells modified with a sulfurized-AgGa layer for building applications”, JOURNAL OF MATERIALS CHEMISTRY A(2016)

• President’s Award, Ministry of Science and ICT 2021
• Minister’s Award: Top 10 Climate Technologies, Mistry of - Science and ICT 2019
• Best Teacher Award, UST 2018
• Daejoo Award, Global Photovoltaic Conference 2018
• Top Energy Research Group, KIER 2018
• Young Scientist Award, The 25th International Photovoltaic Science and Engineerging Conference 2015
• Technical Commercialization Award, KIER 2015
• Minister's Award, Ministry of Kowledge Economy 2010
• Best Researcher Award, KIER 2005

• (2002) PhD in Macromolecular Science and Engineering, Case Western Reserve University, USA
• (1996) MS in Chemistry, University of Texas at Arlington, USA
• (1989) BS in Industrial Chemistry, Hanyang University, Korea

• Polymer electrolyte membrane, Fuel cell, Electrolysis

• Polymer electrolyte membranes for fuel cells and water electrolyzers
  
  
  
  
• Modification of polymer structure for electrode binders in fuel cells and water electrolyzers
  
  
  
  
• Dual exchange membrane fuel cell with sequentially aligned cation and anion exchange membranes for drones and UAVs
  
  
  
  

• Reinforced Polymer Blend Membranes with Liposome-Like Morphology for Polymer Electrolyte Membrane Fuel Cells Operating under Low-Humidity Conditions, Advanced Engineering Materials, 23, 2001174 (2021)
• High-performance multiblock PEMs containing a highly acidic fluorinated-hydrophilic domain for water electrolysis, J. of Membrane Sci., 683, 119694 (2021)
• N3-butyl imidazolium-based anion exchange membranes blended with Poly(vinyl alcohol) for alkaline water electrolysis, J. of Membrane Sci., 611, 118355 (2020)
• Dual exchange membrane fuel cell with sequentially aligned cation and anion exchange membranes for non-humidified operation, J. of Membrane Sci., 596, 117745 (2020)
• Application of spirobiindane-based microporous poly(ether sulfone)s as polymeric binder on solid alkaline exchange membrane fuel cells, J. of Membrane Sci., 568, 67 (2018).

• (2014) Korea Industrial Service Medal (산업포장)

• (2004~2022) Senior/Principal Researcher, KIST
• (2017~2019) Head, Fuel Cell Research Center, KIST
• (2002~2004) Principal Researcher, Samsung SDI
• (1991~1993) Researcher, KIST

• Pusan National University, Korea, BS, 1984
• Pusan National University, Korea, 1986
• University of Houston, U.S.A. Ph.D. 1992
• University of California at Berkeley, Postdoctor, 1992-1994
• Stanford University, Postdoctor, 1994-1995
• Pukyong Natioanl University, Professor, 1995, 2008
• Sogang University, Professor, 2008-2022

• CO2 conversion technology Naomaterials, Degradation of Waste Palstics

• CO2 conversion into liquid fuels by photoelectrochemical and photocatalytic methods
• Waste plastic degradation via photochemical and low temperature into fuels
• Wavelength conversion of solar light
• Nanomaterials for energy and IT

• Chang Woo Kim, So Jin Yeob, Hui-Ming Cheng, Young Soo Kang*, A Selectively Exposed Crystal Facet-Engineered TiO2 Thin Film Photoanode for the Higher Performance of Photoelectrochemical Water Splitting Reaction, Energy and Environmental Sciences. 2015, 8, 3646.
• Chang Woo Kim, Young Seok Son, Myung Jong Kang, Do Yoon Kim, Young Soo Kang*, (040)-Crystal Facet Engineering of BiVO4 Plate Photoanode for Solar Fuel Production, Adv. Energy Mater., 2016, 6, 1501754.
• Myung Jong Kang, Heesun Park, Jonggeon Jegal, Sung Yeon Hwang, Young Soo Kang*, Hyun Gil Cha*, Electrocatalysis of 5-hydroxymethylfurfural at cobalt based spinel catalysts with filamentous nanoarchitecture in alkaline media, Applied Catalysis B: Environmental 2019, 242, 85–91 .
• Hong Ryeol Park, Amol Uttam Pawar, Umapada Pal, Tierui Zhang, Young Soo Kang, Enhanced solar photoreduction of CO2 to liquid fuel over rGO grafted NiO-CeO2 heterostructure nanocomposite, Nano Energy, 2021, 79, 105483.
• Amol U. Pawar, Umapada Pal, Jin You Zheng, Chang Woo Kim and Young Soo Kang*, Dynamics controlled CO2 reduction on Cu/rGO/PVP/Nafion multi-layered cathode for selective production of Acetaldehyde and Formaldehyde, Applied Catalysis B: Environmental, 2021, 120921.

• Ypjae Physical Chemistry Awrd, 2021

Ph.D. in Electrical Engineering (Power System Economics), Seoul National University, 2018.2

B.S. in Electrical Engineering, Seoul National University, 2012.2​

Associate Professor, Grid Modernization Track, KENTECH, 2024 - present

Associate Professor, Chungnam National University, 2022 - 2024

Assistant Professor, Chungnam National University, 2018 - 2022

Commission Member, Presidential Commission on Carbon Neutrality and Green Growth, May. 2021 - present

Advisory Member, Special Committee for Climate Crisis in National Assembly, Jul. 2023 - May. 2024

Member, Central Environmental Policy Committee, Aug. 2022 - Apr. 2024

Member, Hydrogen Economy Council under Prime Minister’s Office, Jul. 2020 - Oct. 2022

Board Director, Korea Energy Agency, Nov. 2020 - Oct. 2022

Expert Member, National Council on Climate Change and Fine Dust, Nov. 2019 - Apr. 2021​ 

Climate and Energy Policy

Public Policy Engineering for Energy Industry

Power System Planning and Operation

Electricity Market Design and Analysis

Utility and Netwotk Economics

AI-supported Decision-Making​

Climate-Economy Integrated Assessment Model

Optimal Scenario Outlook

Infrastructure Stress-test under Extreme Weather

Generation-Transmission-Storage Expansion Planning

Rule Design for New Business Model (V2G, DR, VPP)

Revenue Analysis and Optimal Bidding Strategy

TSO-DSO Cooperation

Project Feasibility Assessment

Reliability Criteria Design

Online Grid Reconfiguration

Physics-informed Learning based Market Bidding​ 

C. M. Jeong, H. S. Moon, S. W. Kim, “Probabilistic Prequalification Scheme of a Distribution System Operator for Supporting Market Participation of Multiple Distributed Energy Resource Aggregators”, IEEE Transactions on Energy Markets, Policy, and Regulation, 2024.

H. S. Moon, Y. H. Song, J. W. Lee, S. Hong, E. Kim, S. W. Kim, “Implementation cost of net zero electricity system: Analysis based on Korean national target”, Energy Policy, 2024.

E. J. Choi, J. W. Lee, D. Kim, G. -S. Seo, S. W. Kim, “Quantifying Benefit of Well-Located Distributed Energy Resources”, IEEE Transactions on Energy Markets, Policy, and Regulation, 2024.

J. W. Lee, E. J. Choi, M. J. Jeong, R. C. Moragriega, P. G. Zaragoza, S. W. Kim, “Optimal Sourcing Strategy for Enterprises to Achieve 100% Renewable Energy”, Energy Reports, 2022.

H. S. Moon, Y. G. Jin, Y. T. Yoon, S. W. Kim, “Prequalification Scheme of a Distribution System Operator for Supporting Wholesale Market Participation of a Distributed Energy Resource Aggregator”, IEEE Access, 2021.

S. H. Oh, Y. T. Yoon, S. W. Kim, “Online reconfiguration scheme of self-sufficient distribution network based on a reinforcement learning approach”, Applied Energy, 2020.

Y. H. Song, H. J. Kim, S. W. Kim, Y. G. Jin, Y. T. Yoon, “How to find a reasonable energy transition strategy in Korea?: Quantitative analysis based on power market simulation”, Energy Policy, 2018.​ 

Distinguished Service Commendation for DER Proliferation, Ministry of Trade, Industry, and Energy (MOTIE), Korea, Dec. 2022

Academic Award, Korea Institute of Electrical Engineers, Dec. 2023

Academic Award, Korea Institute of Electrical Engineers, Dec. 2022

• (2014) MS, Mechanical Engineering, University of North Carolina at Charlotte
• (2013) Ph.D., Applied Mathematics, University of North Carolina at Charlotte
• (2011) MS., Applied Mathematics, University of North Carolina at Charlotte
• (2006) BS., Mathematics, Kyungpook National University

• Fractional-Order Differential Equations, Fractional Dynamical Systems, Mathematical Simulation of Nonlinear Dynamics, Isogeometric Analysis, Generalized Finite Element Methods, Plate Models with Singularity

<p> Current research topics</p> <p> </p>
• Time-fractional partial differential equations which their solutions have a locally exotic behavior due to either a characteristic of solution or geometric configuration, using partition of unity Isogeometric analysis combined With the explicit predictor-corrector method.
• An effective numerical algorithm to deal with time-fractional partial differential equations with fourth- or higher-order spatial derivatives, using partition of unity Isogeometric analysis with the explicit predictor-corrector method
• Design of a high-performance numerical scheme for solving complicated nonlinear fractional partial differential equations
• An algorithm to reduce the computational cost of the bifurcation diagram, and the behavior of the solution in a long-term Time interval in fractional dynamical systems.
<p>

Future research topics</p> <p> </p>
• Application of partition of unity Isogeometric analysis with the fast predictor-corrector method to structural engineering problems such as fractional viscoelastic constitutive equations, thermoelastic diffusion equations, And plate models in fractional mechanics of elastic solids
• Extension of the fast algorithm to Galerkin methods - Reduction of the computational complexity of the inner product of the fractional derivative
• Application of the high-order predictor-corrector methods equipped with the fast algorithm to fractional dynamical systems
• Design of an efficient reservoir layer using a fractional nonlinear dynamical system in Reservoir Computing

• “An efficient numerical approach for solving two-point fractional order nonlinear boundary value problems with Robin boundary conditions”, H. Kim, J. Lee, and B. Jang, Advances in Difference Equations 2021, 193 (2021)
• “Shifted Jacobi spectral-Galerkin method for fractional order initial value problems”, H. Kim, K. H. Kim, B. Jang, Journal of Computational and Applied Mathematics 380 (15), 112988, (2020)
• “New explicit and accelerated techniques for solving fractional order differential equations”, H. Kim, K. H. Kim, S. Lee, and B. Jang, Applied Mathematics and Computation 379 (15), 125228 (2020)

• Certificate of Recognition - Professional Achievement in Scholarly Publication and Academic Presentation, North Greenville University (2016 ~ 2020)
• KUSCO-KSEA Scholarship for outstanding graduate students, Korea-US Science Cooperation Center (KUSCO) & Korean-American Scientists and Engineers Association (KSEA) (2013)
• AM Student Travel Award, Society for Industrial and Applied Mathematics (SIAM) Conference on Computational Science and Engineering (CSE), (2013)

• since 2021 Managing Director oft he German Lithium Institute, Halle (Saale)
• since 2006 W3 professor for experimental physics at the Martin-Luther-University of Halle-Wittenberg, chair of Microstructure-based Materials Design
• 2019-2021 Executive Vide President of the Fraunhofer-Gesellschaft e.V., Technology Marketing and Business Models
• 2018 – 2019 Head of Fraunhofer Group for Materials and Components – MATERIALS
• 2006 – 2019 Institute director of the Fraunhofer Institute for Microstructure of Materials and Systems, Halle
• 2003 – 2006 C4 professor for experimental physics at the University of Paderborn, chair of Nanophotonic Materials
• 1999 – 2003 Leader of a junior research group at the Max Planck Institute of Microstructure Physics in Halle in the field of the application of porous materials
• 1998 – 1999 Research assistant at the Philips Research Laboratories, Redhill, England. Research in the field of thin film technologies, i.a. flat panel displays
• 1995 – 1997 Doctoral candidate at the Carl von Ossietzky University of Oldenburg and at the École Polytechnique, Palaiseau, France
• 1990 – 1995 Studies of physics at the Carl von Ossietzky University of Oldenburg and the École Polytechnique, Palaiseau, France

• Number Publikationen: 318
• Anzahl Zitationen: 11099
• H-index: 55
• Anzahl erteilter Patente: 8
  (nach Scopus 10/21, full list see attached)

• Member of the federal German coal exit commission nominated by the German Goverment
• Member of the Ludwig-Erhard Foundation
• Honory Member oft he East German Hydrogen Network
• Member of the German Physical Society (DPG)
• Member of the Electrochemical Society
• Senior Member of the Optical Society of America
• Member of the German Materials Research Society
• Member of the International Advisory Board of »Photonics and Nanostructures«, Elsevier Press
• Member oft he Internationa Advisory Board of Applied Research, Wiley-VCH.
• Advisory Board Member of the Deutschen Bank Ost
• Chairman of the Board of Trustees of the Bethge-Stiftung for applied electron microscopy
• Chairman of the Board of Trustees of the art foundation SYN
• Advisory Board Member of Science2public e.V.
• Advisory Board Member of IRESEN / Marokko
• Member oft he Supervisory Board of the Deutschen Institutes für Normung DIN (German Standardisation Organisation)
• Chairman of the Board of Forum Rathenau e.V.
• Member oft he Advisory Board oft he Max-Planck-Institut for Microstructure Physics
• Member oft he Economic Advisory Board oft he Mayor of Halle
• Co-Founder of Smart Membranes GmbH (gegr. 2009)
• European Clean Hydrogen Round Table Member

• 2020 PVSEC Special Award for outstanding contributions to Photovoltaic Technology
• 2019 Honory Medal oft he Prime Minister of Sachsen- Anhalt
• 2019 Honory Award for outstanding public engagement of the City of Halle.
• 2004 One of the 101 most important minds in Germany awarded by Financial Times Deutschland
• 2003 TR100 young innovators award of the Massachusetts Institute of Technology
• 2003 Heinz Maier Leibnitz Prize of the German Science Foundation (DFG)
• 2002 Innovation award of Dow Chemical Deutschland

• (1990) Ph. D. in Physics, Boston Univ.
• (1985) M.S. in Physics, Seoul Nat’l Univ.
• (1983) B.S. in Physics, Seoul Nat’l Univ.

• (2021~) Distinguished Professor, Grid Modernization, Korea Institute of Energy Technology
• (2001-2021) Professor, Physics, Seoul National University
• (1991-2000) Professor, Physics, Konkuk University
• (1990-1991) Research Associate, Chemistry, University of California, Berkeley

• Target systems: Complex systems and Physical Systems
• Methods: Network theory, Statistical Mechanics, Stochastic Process, Monte Carlo simulations, Machine Learning method
• Subjects: Stability of Power Grid systems, Phase transitions of Synchronization, Percolation, Disease contagion, etc.

• Cascade failures in complex systems: Blackout in power-grid systems, Epidemic contagion in complex systems, Jamming transition of data packets on Internet
  
  
  
  
• Hybrid phase transitions: Critical behaviors between continuous and discontinuous transitions such as percolation and synchronization transitions.
• Inference and control in complex systems using machine learning approach

• Explosive percolation
• Avoiding a spanning cluster in percolation models, Science (2013)
• Percolation transitions in scale-free networks under the Achlioptas process, Physical Review Letters (PRL) (2009)
• Suppression effect on explosive percolation, PRL (2011)
• Hybrid percolation transition in cluster merging processes: continuously varying exponents, PRL (2016)
  
• Structure of complex networks
• Classification of scale-free networks, PNAS (2002)
  
• Structural feature of networks
• Skeleton and fractal scaling in complex networks, PRL (2006)
  
• Dynamics on networks
• First passage time for random walks in heterogeneous networks, PRL (2012)
  
• Cascading failures
• Sandpile on scale-free networks, PRL (2003)
• Prediction and mitigation of nonlocal cascading failures using graph neural networks, Chaos (2023)
  
• Transport on networks
• Universal behavior of load distribution in scale-free networks, PRL (2001)
  

• Fellow of the American Physical Society (2015)
• Fellow of the Network Science Society (2022)
• Fellow of the Korean Academy of Science and Technology (2006)
• Haksul prize of National Academy of Sciences, Korea (2014) 대한민국 학술원 상
• S-oil prize of outstanding thesis supervisor (2015)
• The Best Scientist of Month (2013)
• The 13th KOFST prize of outstanding paper (2003)
• NRF/Ministry of SIFP, National R & D grand prize (2013)
• Fellowship of the Korea-European Research Council researcher exchange program (2014)

• (2020) Ph.D. in Systems and Engineering Management, Texas Tech University
• (2000) MBA in Finance, The Wharton School, University of Pennsylvania
• (1991) Bachelor of Business Administration, Sungkyunkwan University

• (2014 ~ 2016) Director, Power Trading & Analytics, Repsol Energy
• (2009 ~ 2013) Senior Term Power Trader, Shell Energy North America
• (2000 ~ 2008) Director, Energy Investment Valuation, Shell Energy
• (1991 ~ 1998) International Investment Manager, Hyundai E&C

• Sustainable energy, Energy market economics, Engineering management, Energy business dynamics, Hydrogen energy, Electric vehicle, Distributed generation grid

• Risk and reward-based decision making to select optimal choices among multiple financial transmission investment alternatives under a budget constraint
• Longitudinal studies on tracking historical influencing levels of major crude oil producing nations on global oil prices and their trends
• Impact studies of energy deregulation policies at central and local government levels, as well as renewable energy mandates, on local renewable energy investment and electricity price
• System dynamics analysis on the relationship between renewable energy intensity and fossil fuel price

• “Application of IRT Models to Selection of Bidding Paths in Financial Transmission Rights Auction: U.S. New England”, Peter Jang, Kwanghee Jung, and Mario Beruvides, Energies, Volume 13, Issue 13 (2020)
• “Time-Varying Influences of Oil Producing Countries on Global Oil Price”, Peter Jang, and Mario Beruvides, Energies, Volume 13, Issue 6 (2020)
• “The Impacts of U.S. Electric Deregulation on Renewable Energy Investments and Retail Electricity Prices in Florida, Massachusetts, and Texas”, Peter Jang, Dissertation (2020)

• Shell Performance Recognition Awards (4)

• M.S., Interdisciplinary Telecommunications Program, University of Colorado, Boulder, 1998
• B.S., Botany, Seoul National University, 1987

• (2020 ~ 2021) RC Education Policy TF Committee, Yonsei University
• (2019 ~ 2020) Director, Innovation Center for Teaching and Learning, Yonsei University
• (2014~2018) Residential Master, Yonsei University
• (2009~2014) Yonsei Education Reform Committee, RC Committee
• (1999~2021) First-Year Engineering Student Advisor, Honor Student Advisor, Yonsei University

• Residential College Education
• Living & Learning Community
• Academic Advising & First-Year Experience

• Design, Preparing, Operating, Managing and Evaluating Yonsei University’s Residential College (RC) Education: Integration of Living and Learning, RC space, RC Curriculum, RC Education Programs, and RC Personal Support Systems
• Design Immersive Mentoring Model based on Best Practice Model for Social Engagement Living and Learning Community

• A Study on Online Residential College education under the Covid-19 pandemic: As a result of the study, RC education is a new learning opportunity for communication with fellow students, forming a sense of belonging at the university, experience of university life and psychological support. The group formed through online RC education was relatively higher in RC education participation, competency change, and satisfaction.

• 2019: 연세대학교 학부대학, 도전과 혁신의 20년, 연세대학교 대학출판문화원
• 2018: Doing Liberal Arts Education: The Global Case Studies (Chapter 17), Springer
• 2018: 미래인재와 대학혁신: 연세대학교 레지덴셜 칼리지와 교양교육, 한국학술정보
• 2016: 준비하며 시작하는 대학 1학년, 개정증보판, 문음사

• 2019: Reimagine Education Conference & Awards Shortlisted, QS
• 2017: Outstanding Paper Award, Korea Society for Engineering
• 2017: Deputy Prime Minister of Education of Korea Award
• 2014: Yonsei University Achievement Award

• M.Ed., Educational Administration, Joongbu University(2014)
• Ph.D., Physics, Seoul National University(2008)
• M.Ed., Science Education, Seoul National University(1986)
• B.S., Physics Education, Seoul National University(1984)

• lecturer, Graduate School in SNU, KU, Gachon·Myongji Univ.(2008~2020)
• Studio Teacher, EBS(1996~2011)
• Principal, Namhan High School(2018~2020)
• Principal, Gyeonggi Science High School(2014~2017)
• Vice-Principal, Gwangjin Middle School(2011~2013)
• Teacher, Yongsan Engineering·Kyunggi·Seoul Science·Munjeong High School (1986~2010)
• Member of the Central Committee of Education for the Gifted and Talented, Ministry of Education(2019~2020)
• Vice-chairman of the Joint AP Policy Committee for Science High Schools and Schools for the Gifted(2016~2017)
• Director at Korea Institute of School Robot Education(2016~2021)
• Chairman of the National Council of Principals for Schools for the Gifted (2016~2017)
• Member of the Seoul Metropolitan Committee of the Promotion of Education for the Gifted(2008)
• Council Member of the Korean Physical Society Deliberating Physical Terms(2007)
• Participated in the Cosmonaut Training at BOEING SPACE ACADEMY as a Korean Representative(2007)
• Core staff for the opening of Sejong Science High School(2006~2007)
• Core staff for transforming Seoul Science High School into the school for the Gifted(2006~2007)
• Core staff for the opening of Munjeong High School(2008)

• admission, selection process, assessment, academic achievements, gifted(talented) students, science high school, school for the Gifted, early graduation, admission interview, creativity, creative problem solving ability, Inquiry-based learning

• Explaining the problems of admission process of science high schools
• Comparing and analyzing various curricula in science high schools and common high schools.
• Comparing and analyzing the academic achievements of science high school students and common high school students.
• Developing effective admission procedures.

• A Study on the Effect of Children's Power Escape to Prevent Missing and Kidnapping on the Will of Kidnappers(ISSN 1738-8996, Korean Criminal Psychology Review, 2021, Corresponding Author)
• A Study on Trends in Academic Achievement of Science High School Students by Paths to Eligibility for Admission, Wankyu Park(Seoul National University, 2007)
• A Study on the Contribution of Multipair Excitations in Electron Correlations in Simple Metals, Wankyu Park(Seoul National University, 1986)
• A Study on Effective Inquiry Learning through the Reproduction of Life-sized Model, Wankyu Park(Received Presidential Award at the National Science Exhibition, 1999)
• A Study on the Restoration of Ajabang in Chilbul Temple through Analysis of Scientific Principles of Gudeul(Ondol: Korean Floor Heating System), Wankyu Park(National Science Exhibition, 2003)
• Analysis of Coherent Current Flows in the Multiply Connected Open Aharonov-Bohm Rings, Wankyu Park & Jongbae Hong(The American Physical Society, Physical Review B, 2004)
• Comparative Analysis of Electrical and Structural Properties of Various Pencil Leads According to Graphite Distribution and Temperature Change, Seunghyun Hong & Wankyu Park(The Korean Physical Society, 2007)
• A Study on Evaluation Method for Student Record According to Admission Officer System, Wankyu Park & co-authors(Office of Admissions, Seoul National University, 2008)
• High School Physics I⋅II Textbook According to the 7th Curriculm, Wankyu Park & co-authors(Chunjae Education, 2003)
• Middle School Science, 1st, 2nd and 3rd Grade Textbook According to the 7th Curriculm, Wankyu Park & co-authors(Doosan Donga, 2002)
• Complete Physics, Wankyu Park & Seungdeug Jin(Hanseo Publication Co., 1987)
• Review of EBS Knowledge Channel e - Knowledge e, Wankyu Park & co-staffs(Book House, 2013)
• Supervised EBS Docuprime Homoscience, Wankyu Park & co-staffs(EBS Media, 2013)
• Supervised and Advised ‘Tomorrow is the King of Experiment, Tomorrow is the King of Invention’, Wankyu Park & co-staffs(Mirae N Co., Ltd., 2011~2021)
• A Study on the Improvement Measure of Response System for Child Abuse by Police
  (ISSN 1598-6829, Korean Association of Police Science, e-Journal, 2024, Corresponding Author)

• The Order of Service Merit(ROK, 2010)
• The Teacher Award of This Year(Chosun Daily, 2006)
• The Science Teacher Award of This Year(Ministry of Science and Technology, 2004)
• Presidential Citation(President of the Republic of Korea, 1999)

• (1997) Ph.D. in Materials Science & Engineering, Yonsei University
• (1994) MS. in Materials Science & Engineering, Yonsei University
• (1992) BS. in Materials Science & Engineering, Yonsei University

• (2005 ~ 2021) Professor, Printed Electronics Engineering, Sunchon National University
• (1999 ~ 2005) Principal Researcher, Samsung Advanced Institute of Technology
• (1999 ~ 1999) Post-doc, Materials Science & Engineering, Pennsylvania State University

• AlGaN/GaN Power HEMTs for EV and renewable energy devices
• Low power consumption micro/nano-LEDs for AR/VR

• “Generation-after-next” ultra-wide bandgap (UWBG) power transistors by employing a 3D structure technology using multilevel metallization, which demonstrates world-leading UWBG power devices with low-loss and low-cost by employing 3D structures
• Unique nano/micro light-emitter and its array for ultra-low power wearable display and artificial optoelectronic neuromorphic devices
• Novel nano wide-bandgap light emitters partnered with unique transistors and power sources for ultralow-power applications

• Bonding pad over active structure for chip shrinkage of high-power AlGaN/GaN HFETs, IEEE Transactions on Electron Devices 63, 620 (2016)
• High-power flexible AlGaN/GaN heterostructure field-effect transistors with suppression of negative differential conductance, Applied Physics Letters, 111, 133502 (2017)

• Impact of plasma electron flux on plasma damage-free sputtering of ultrathin tin-doped indium oxide contact layer on p-GaN for InGaN/GaN light-emitting diodes, Advanced Science 5, 700637 (2018)

• US granted patent: 35 (International granted patent: 77, Domestic granted patent: 98)
• Technology Transfer: 12

• (1996) Ph.D. in Chemistry California Institute of Technology (CALTECH)
• (1990) M.S. in Chemistry, Pohang University of Science and Technology (POSTECH)
• 1988: B.S. in Chemical Technology, Seoul National University

• (1998 ~ 2021) Professor, Division of Environmental Science and Engineering, POSTECH
• (1996 ~ 1998) Post-doc fellow, NASA/Caltech Jet Propulsion Laboratory (JPL), USA

• Photocatalysis, Photoelectrochemistry, Photochemical purification of water and air, Environmental chemistry, Solar fuels, Artificial photosynthesis, Solar energy utilization for eco-friendly applications

• Semiconductor photocatalysis and photoelectrochemistry for environmental and energy applications
• Solar fuel production and artificial photosynthesis
• Solar production of H2 and H2O2, Solar conversion of CO2
• Photochemical purification of polluted water and air
• Photocatalytic air purification and removal of ultrafine particles precursors
• 
  
  
  

• F. He et al., “Self-wetting triphase photocatalysis for effective and selective removal of hydrophilic volatile organic compounds in air”, Nature Commun. 2021, 12:6259
• S. Lee at al., “Solar denitrification coupled with in situ water splitting”, Energy Environ. Sci. 2021, 14, 4437.
• T.H. Jeon et al., “Solar photoelectrochemical synthesis of electrolyte-free H2O2 aqueous solution without needing electrical bias and H2”, Energy Environ. Sci. 2021, 14, 3110.
• T. H. Jeon et al., “Highly Durable Photoelectrochemical H2O2 Production via Dual Photoanode and Cathode Processes under Solar Simulating and External Bias-free Condition”, Energy Environ. Sci. 2020, 13, 1730.

• Highly Cited Researcher (Clarivate Analytics), 2019-2022
• Doosan Yonkang Environment Award, 2020
• Korea Engineering Award, 2018
• KAST Science and Technology Award, 2015
• Young Scientist Award, 2005

• (2021) Ph.D. in Robotics, KAIST
• (2015) M.S. in Robotics, KAIST
• (2013) B.S. in Electrical and Computer Engineering, UNIST

• (2022 ~ current) Assistant Professor, Energy AI, KENTECH
• (2018) Research Intern, Microsoft Research Asia

• Computer Vision; Machine Learning; Robotics; Autonomous Driving; Visual Perception; 3D Vision; Sensor Fusion

<b>Scene understanding</b>
• Semantic perception (recognition, detection, segmentation, etc.)
• 3D vision (depth & motion estimation, SLAM, reconstruction, etc.)
  
  
  
  
<b>Sensor fusion for robot vision</b>
• RGB camera + {LiDAR, thermal camera, motion sensor, etc.}
  
  
  
  
<b>Intelligent transport system</b>
• Visual intelligence for safe and efficient autonomous driving
  
  
  
  

• Seokju Lee, et al., “Self-supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue”, International Journal of Computer Vision (IJCV), 2022.
• Seokju Lee, et al., “Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation”, IEEE International Conference on Computer Vision (ICCV), 2021.
• Seokju Lee, et al., “Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency”, AAAI Conference on Artificial Intelligence (AAAI), 2021.
• Seokju Lee, et al., “Visuomotor Understanding for Representation Learning of Driving Scenes”, British Machine Vision Conference (BMVC), 2019.
• Seokju Lee, et al., “VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition”, IEEE International Conference on Computer Vision (ICCV), 2017.

• Winner, Qualcomm Innovation Fellowship, 2020.
• Silver Prize, 16th Samsung Electro-Mechanics Best Paper Award, 2020.
• Honorable Mention, 12th Electronic Times ICT Paper Contest, 2020.
• Award of Excellence, Stars of Tomorrow Internship Program at Microsoft Research Asia, 2018.

• (2020) Ph.D. in Computer Science, Seoul National University
• (2011) B.S. in Computer Science, Seoul National University

• (2020-2022) Postdoc Research Associate, Purdue University

• Network Security, Applied Cryptography, Protocol Verification, Intrusion Detection, Trusted Execution Environment, Internet of Things

• 1. Verifying properties of security protocols
  
  
  
  
• 2. Enabling application middleboxes (e.g., firewalls) in encrypted sessions
  
  
  
  
• 3. Designing and implementing AI-driven intrusion detection systems for IoT devices
  
  
  
  

• Hyunwoo Lee et al., “An Infection-Identifying and Self-Evolving System for IoT Early Defense from Multi-Step Attacks”, European Symposium on Research in Computer Science (ESORICS), 2022
• Hyunwoo Lee et al., “VWAnalyzer: A Systematic Security Analysis Framework for the Voice over WiFi Protocol”, ACM ASIA Conference on Computer and Communications Security (AsiaCCS), 2022
• Hyunwoo Lee et al., “TLS 1.3 in Practice: How TLS 1.3 Contributes to the Internet, The Web Conference (WWW), Security Track, 2021
• Hyunwoo Lee et al., “maTLS: How to Make TLS middlebox-aware?”, Network and Distributed System Security Symposium (NDSS), 2019

• Ph D. Fellowship Award (Naver), 2019
• Best Research Award (Open Tech Talk at Samsung Security Tech Forum), 2019

• Ph.D Electrical & Computer Engineering University of Illinois at Urbana-Champaign (2002)
• MS.Electrical Engineering Seoul National University (1995)
• BS.Electrical Engineering Seoul National University (1993)

• (2021~) Professor, KENTECH
• (2004~2021) Professor, EECS, GIST
• (2019~2020) Dean, EECS, GIST
• (2015~2019) Director, Research Institute of Solar and Sustainable Energies (RISE)
• (2017~2018) Associate Chair, School of Integrated Technology
• (2011~2014) Director, EECS Concentration GIST College

• GaN, SiC Electron Devices, Thin Film Solar Cells, Terahertz Electronics, Active Terahertz Metamaterials, Photoconductive Semiconductor Switches (PCSS), Cryogenic ReRAM

• THz Dynamic Active Metasurface 0.58 THz Amplitude Modulator THz Quarter Wave Plates Phase Modulators
  
  
  
  
• World Fastest GaN 2-DEG MSM Varactors with Fc of 3.8 THz GaN High Electron Mobilty Transistors with FT of 130 GHz
  
  
• 55-nm-Gate High Electron Mobility Transistors based on InGaAs/InAs Composite Channel with Unity Gain Cutoff Frequency (FT) higher than 400 GHz
  
  
• World Fastest Long Wavelength Metamorphic InGaAs Photodiodes for 40 Gbps Optical Fiber Communication
  
  
• Luminescent Down Conversion Quantum Dots and Perovskite Nanocrystals for UV harnessing CIGS Solar Cells
  
  
• SiC based High Power Photoconductive Semiconductor Switches (PCSS) and Modules with Hold off Voltage Higher than 10 KV and Current higher than 10 kA
  
  

• THz Metasurface
  
  
• CIGS Solar cell
  
  
• Resistive Random Access Memory (ReRAM)
  
  

• Award for Industry Collaboration, GTMBA, 2018
• GIST Presidential Award for Services, GIST, 2017
• Minister’s Award, Korean Ministry of Science, ICT and Future Planning, 2014
• GIST Best Teacher Award, 2007
• Golden Prize at Samsung HumanTech Thesis Award, 2002
• G. E. Stillman Semiconductor Research Award and Fellowship (UIUC), 2001-2002
• KFAS Fellowship (1998~2002)

• Ph.D. Computer Science, University of Illinois at Urbana-Campaign
• MS. Operations Research, Georgia Inst. Of Technology
• BS. Industrial Engineering, Seoul National University

• Professor, Seoul National University. Department of Computer Science & Engineering
• Member of Technical Staff, Bell Communications Research

• Social network analysis, Reinforcement learning, IoT, Graph neural network, Recommender system, Video streaming

• Adopt graph neural network for social network analysis. e.g., Graph Convolutional Network, Graph Attention Network, Graph Isomorphism Network
  
  
  
  
• Enhancement of the recommendation quality through the utilization of side information. e.g., review texts, item’s descriptions (image or tag), social graph
• Social network information diffusion and cascades, mechanism design for influence maximization
• Energy efficient streaming technique considering single bitrate encoded video

• “A3: Adaptive Autonomous Allocation of TSCH Slots”, Seohyang Kim, Hyung-Sin Kim, and Chong-kwon Kim, IPSN, 2021.
• “SC-Com: Spotting Collusive Community in Opinion Spam Detection”, Hyungho Byun, Sihyun Jeong, and Chong-kwon Kim, Elsevier Information Processing and Management, 2021.
• “ALICE: Autonomous link-based cell scheduling for TSCH”, Seohyang Kim, Hyung-Sin Kim, and Chong-kwon Kim, IPSN, 2019.

• President, Korean Institute of Information Scientists & Engineers”, 2014.3 ~ 2015. 2
• Chair/Vice Chair, IEEE BigComp Conference”, 2019. 2 ~ present

• (2017) Ph.D. in Nuclear Engineering, Ulsan National Institute of Science and Technology (UNIST)
• (2013) B.S. in Nuclear Engineering, Ulsan National Institute of Science and Technology (UNIST)

• 2022~2023 Postdoc, Department of Nuclear Engineering and Radiological Sciences, University of Michigan
• 2021~2022 Visiting scholar, Mechanical Engineering department, Virginia Tech
• 2019~2021 Research Assistant Professor, Department of Nuclear Engineering, UNIST
• 2017~2019 Postdoc, Department of Nuclear Engineering, UNIST

• SMR safety system design, Application of AI technique for SMR digital twin, Nuclear safety analysis, Thermal-hydraulic experiments

• Design of innovative nuclear reactor safety systems
  
• Development of physics-informed machine learning model for advanced reactor safety analysis platform
  
• Deterministic safety assessment for light water reactors (LWR)
  
• Thermal-hydraulic experiments and modeling for improved reactor safety analysis
  
• Micro-integral effect test (IET) facility
  

• Kyung Mo Kim et al., Physics-informed machine learning-aided framework for prediction of minimum film boiling temperature, Int. J. Heat and Mass Transf., 191, 122839 (2022)
• Kyung Mo Kim and In Cheol Bang, Design and operation of transparent integral effect test facility, URI-LO for nuclear innovation platform, Nucl. Eng. Technol., 53(3), 776-792 (2021)
• Kyung Mo Kim et al., Analysis of natural circulation behaviors and flow instabilities of passive containment cooling system design for advanced PWR using MARS-KS code, Int. J. Heat and Mass Transf., 147, 118982 (2020)
• Kyung Mo Kim, In Cheol Bang, Thermal-hydraulic phenomena inside hybrid heat pipe-control rod for passive heat removal, Int. J. Heat and Mass Transf., 119, 472-483 (2018)

• KONICOF Nuclear Global Postdoc Fellowship, 2021
• Best Paper Award, NURETH-16, 2015
• Best Student Paper Award, NURETH-16, 2015

• (2016) Ph.D., Department of Materials Science and Engineering (integrated course), Seoul National University
• (2010) B.S., Department of Materials Science and Engineering, Seoul National University

• (2021-present) Associate Professor, Energy Materials and Devices, Korea Institute of Energy Technology (KENTECH)
• (2019-2021) Postdoctoral Fellow, Department of Electrical and Computer Engineering, University of Toronto
• (2019) Postdoctoral Researcher, School of Civil, Environmental and Architectural Engineering, Korea University
• (2016-2019) Postdoctoral Researcher, Korea Research Institute of Chemical Technology (KRICT)

• Organic Semiconductors, Perovskite, Photovoltaics, Field-Effect Transistors

• Design and Synthesis of Organic Materials
• Synthesis of High-Quality Hybrid Perovskites
• Fabrication of High-Performance Electronic Devices
• Materials and Devices Characterization

• “Spontaneous interface engineering for dopant-free poly(3-hexylthiophene) perovskite solar cells with efficiency over 24%” Energy Environ. Sci. 14, 2419 (2021). (Co-corresponding author)
• “Efficient, stable and scalable perovskite solar cells using poly(3-hexylthiophene)” Nature 567, 511 (2019). (First author)
• “A fluorene-terminated hole-transporting material for highly efficient and stable perovskite solar cells” Nature Energy 3, 682 (2018). (Co-first author)
• “p-Extended low bandgap polymer based on isoindigo and thienylvinylene for high performance polymer solar cells” Energy. Environ. Sci. 7, 650 (2014). (First author)
• “A Fluorinated Phenylene Unit as a Building Block for High-Performance n-Type Semiconducting Polymer” Adv. Mater. 25, 2583 (2013). (Co-first author)

• (2019) Fostering Next-Generation Researchers program- Post-Doc Oversea Training (National Research Foundation)
• (2022) Young Scientist Award, The Polymer Society of Korea
• (2022) 14th POSCO Science Fellowship, POSCO TJ Park Foundation

• (2015) Dr.-Ing. in Energy Engineering, Technische Universität Berlin
• (2002) MS. in Mechanical Engineering, Seoul National University
• (2000) BS. in Mechanical Engineering, Yonsei University

• (2005-2021) Principal researcher, Korea Institute of Machinery & Materials (KIMM)
• (2016-2021) Adjunct professor, University of Science and Technology (UST)
• (2002-2005) Research engineer, Winia Dimchae Corp.
• (2019~current) Committee member, Korean Agency for Technology and Standardization (fuel cell standardization)
• (2018~current) Korean delegate, IEC TC 105 Working Group 14
• (2018) Scientific committee, CPOTE 2018
• (2020) Scientific committee, ECOS 2020

• Fuel cell, Electrolysis, Hybrid system, Process simulation Exergy analysis, Economic analysis, Life cycle assessment, Standardization

• HERO Lab is developing technologies of CO2-free hydrogen-production and fuel-cell-based hybrid-power-generation, based on the fundamental knowledge of thermal, mechanical, and chemical engineering.
  
  
  
  
• The research work in HERO Lab. covers component-design up to large-scale plant-integration, using computational and experimental methods.

• Summary: 33 SCI journal papers, 16 conference papers, 70 patents
• Koo, T., Kim Y.S., Lee, Y.D., Yu S., Lee, D.K., Ahn, K.Y., 2021, Exergetic evaluation of operation results of 5-kW-class SOFC-HCCI engine hybrid power generation system, Applied Energy 295, 117037. (IF 9.746, JCR 4.2%, Corresponding author)
• Kim, Y.S., Lee, Y.D., Ahn, K.Y., 2020, System integration and proof-of-concept test results of SOFC–engine hybrid power generation system, Applied Energy 277,115542. (IF 9.746, JCR 4.2%, Corresponding author)
• Lee, Y.D., Ahn, K.Y., Morosuk, T., Tsatsaronis, G., 2018, Exergetic and exergoeconomic evaluation of an SOFC-Engine hybrid power generation system, Energy 145, pp. 810-822. (IF 7.147, JCR 5%)
• Lee, Y.D., Ahn, K.Y., Morosuk, T., Tsatsaronis, G., 2015, Environmental impact assessment of a solid-oxide fuel-cell-based combined-heat-and-power-generation system, Energy 79(C), pp. 455-466. (IF 7.147, JCR 5%)

• Academic award of the year, 2020, Korea Institute of Machinery and Materials (KIMM)
• Expert nominated, 2016, Marquis Who's in the World
• Best paper award, The Korean Hydrogen & New Energy Society (2011, 2014, 2019), The Korean Society of Mechanical Engineers (2014)

• Ph.D. in Engineering(Resource and Energy Economics), Seoul National University, 1995
• M.A. in Engineering(Resource System Engineering), Seoul National University, 1990

• Strategic R&D Planning
• R&D Management and Innovation

• 2007.12-2021 Senior Research Fellow, Science & Technology Policy Institute
• 2005.1-2007.12 Director, Ministry of Science & Technology
• 2001.5-2004.12 Senior Researcher, Korea Institute of Science & Technology
• 2000.1-2001.5 Deputy Director, Ministry of Planning and budget

• A Study on the firm's behavior by the ownership types with an incentice scheme(1995), Ph.D. Dissertation
• A Study on Mid-term & Long-term Policy Issues and Direction in the Fields of S&T(2020), Ministry of Science and ICT
• Anayzing STI Policy Issues and Exploring Alternative Policies in the Transition Era(2016), STEPI
• Exploring the leading Innovation Model of GRIs(2019), STEPI
• The Study on Demonstration for Raising the Efficiency of Technology Commercialization(2019), STEPI

• Government Prize(2011), Prime Ministerial Commendation

▪(1993) B.S. in Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, Korea

▪(1995) M.S. in Mechanical Engineering, Seoul National University, Seoul, Korea 

▪(1999) Ph.D. in Mechanical Engineering, Seoul National University, Seoul, Korea 

▪(2015.11-present) Associated Professor in Mechanical Engineering , King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia

▪(2011.1-2015.10) Principal Research Scientist in Clean Combustion Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia  

▪(2010.2-2011.1) Director, Department of Technology Management and Marketing, Korea Institute of Machinery & Materials (KIMM), Daejeon, Korea 

▪(2004.4-2005.3) Visiting Scholar, University of Southern California, Los Angeles, CA, USA 

▪(2000.3-2011.1) Senior and Principal Researcher, Korea Institute of Machinery & Materials (KIMM), Daejeon, Korea

Reactive low temperature plasmas, Combustion of carbon free fuels, Plasma chemistry for energy and environment, Plasma sources development, H₂ synthesis and utilization, NH3​ cracking

Plasma chemical kinetic study

   •​ CH4 reforming and NH3 cracking to produce H2

   •​ ​ Temperature controlled DBD reactor

   •​ ​0D kinetic simulation platform (KAUSTKin)

Plasma-based H2 production

   •​ ​​Microwave plasma for NH3 cracking

   •​ ​​In-liquid plasma for fuel reforming

   •​ ​​Microdischarges for methane conversion

Advanced combustion research

   •​ ​​Flames with carbon-neutral fuels

   •​ ​​Advanced plasma ignition system for ultra-lean burn

   •​ ​​Electrically assisted flames

 •​ ​​​M.S. Cha and R. Snoeckx, (Perspective) “Plasma Technology–Preparing for the Electrified Future”, Frontiers in Mech. Eng. 8:903379 (2022)

 •​ ​​​X. Zhang, M.S. Cha, “Optimizing ammonia cracking in microwave argon plasma: Temperature control and ammonia delivery”, Chem. Eng. J., 496:154289 (2024).

 •​ ​​​S. Bang, R. Snoeckx, M.S. Cha, “Kinetic study for plasma assisted cracking of NH3: approaches and challenges”, J. Phys. Chem. A, 127:1271–1282 (2023).

 •​ ​​​J. Son, M.S. Cha, “Rigorous numerical model for flames under external electric fields: Mobility and electron attachment based on nonequilibrium electron temperature”, Combust. Flame, 273:113961(2025).

 •​ ​​​J. Park and M.S. Cha, “Physical insights into plasma-assisted methane reforming: microdischarge dynamics and diluent effects”, J. Phys. D: Appl. Phys., 58:105207 (2025)

 •​ ​​​​Fellow of the Combustion Institute, Combustion Institute, 2023

 •​ ​​​​Best Paper Award, Korean Society of Combustion, 2008

 •​ ​​​​Ji Seok-Young Award, Korea Intellectual Property Office, 2007

 •​ ​​​​Young Investigators Award, Asian Pacific Conference on Combustion, 2001

(2006) PhD, Computer Science, University of Ottawa

(1997) Master, Computer Science and Engineering, POSTECH

(Pohang University of Science and Technology)

(1994) March 1989 – August 1994: Bachelor, Forestry Resource Science (Computer Science as the Minor) , Korea University

(2024 ~ Present) Colligate Professor, KENTECH

(2024): President, Alpha AI Research

(2024): President, Alpha AI Publication

(2019~2024): President, Alpha Lab AI

(2016~2019: Faculty Member, School of Game, Hongik University

(2008~2016): Faculty Member, Department of Computer and Information Engineering, Inha University

(2007~2008) Senior Research Scientist in IT Convergence Institute in KAIST (Korea Advanced Institute of Science and Technology)

(2006~2007) Post Doctoral Fellow in Division of Electronic and Information Engineering at Chonbuk National University

(2004~2006) Internship in Nstein Technologies through the Scholarship IPS (Industrial Postgraduate Scholarship 2)

(2000~2001) Researcher in KISTI (Korea Institute of Science and Technology Information)

(1999~2000) Researcher in ETRI (Electronic and Telecommunication Research Institute)

(1997~1997) Researcher in Information Technology R&D Center, Samsung

Machine Learning, Deep Learning, Text Mining

​​​

Taeho Jo, “Text Mining: Concepts and Big Data Challenge 2nd Edition”, Springer, 2025.

Taeho Jo, “Graph Similarity Metric for Modifying K Nearest Neighbor for Classifying Texts”, pp165-176, Universal Journal of Alpha Artificial Intelligence, Vol 1, No 1, 2024.

Taeho Jo, “Graph based Version of AHC Algorithm for Document Clustering”, pp189-198, Universal Journal of Alpha Artificial Intelligence, Vol 1, No 1, 2024.

Taeho Jo, “Modifying K Nearest Neighbor for Content based Word Classification by Graph Similarity Metric”, pp23-32, Universal Journal of Alpha Artificial Intelligence, Vol 1, No 1, 2024.

Taeho Jo, “Clustering Words Semantically by Graph based Version of AHC Algorithm”, pp66-76, Universal Journal of Alpha Artificial Intelligence, Vol 1, No 1, 2024.

Taeho Jo, “Deep Learning Foundation”, Springer, 2023.

Taeho Jo, “Machine Learning Foundation”, Springer, 2021.

Taeho Jo, “Semantic String Operation for Specializing AHC Algorithm for Text Clustering”, pp1083-1100, Annals of Mathematics and Artificial Intelligence, Vol 88, No 10, 2020.

Taeho Jo, “Clustering Texts using Feature Similarity based AHC Algorithm”, pp 5993-6003, Journal of Intelligent and Fuzzy Systems, Vol 35, No 6, 2018.

Taeho Jo, “Automatic Text Summarization using String Vector based K Nearest Neighbor”, pp 6005-6016, Journal of Intelligent and Fuzzy Systems, Vol 35, No 6, 2018.

Awarded in 35th Marquis Who’s Who in the World, 2019

Award Certificate for Outstanding Research, Asia Pacific Society for Computing and Information Technology, 2018

Best Paper Award, International Conference on Advanced Engineering and ICT-Convergence, ICT-Advanced Engineering Society, 2018

Outstanding Achievement Award, The 2018 World Congress in Computer Science, Computer Engineering, and Applied Computing, 2018.

Awarded in 35th Marquis Who’s Who in the World, 2018

Outstanding Achievement Award, The 2017 World Congress in Computer Science, Computer Engineering, and Applied Computing, 2017.

Outstanding Paper Award, International Conference on Advanced Communication Technology 2017.

Best Paper Award, Korean Multi Media Society, 2016

Awarded in 33rd Marquis Who’s Who in the World, 2016.

• (1979-1983) Seoul National University Nuclear Engineering (BS)
• (1983-1985) Seoul National University Nuclear Engineering (MS)
• (1986-1989) University of Illinois at Urbana-Chamgaign, Nuclear Engineering (Ph.D.)

• (1990~1994) Argonne National Laboratory, Technical Staff
• (1994-1996) Samsung Heavy Industries, Principal Scientist
• (1996-2002) Samsung Advanced Institute of Technology, Laboratory Director
• (2002-2021) Korea Institute of Fusion Energy, Principal Scientist
• (2014-2017) Natioanl Fusion Research Institute : President

• Nuclear Fusion Reactor Design
• Superconducting Magnet Development
• Accelerator Magnet Development

• Developed Korea Superconducting Tokamak Advanced Research (KSTAR) device superconducting magnet system
• Developed International Tokamak Experimental Reactor, ITER, superconducting conductor including Nb3Sn superconducting strand
• Lead the design of Korean fusion demonstration reactor, K-DEMO
• Lead the development of high performance (high critical current) Nb3Sn superconducting strand for K-DEMO superconducting magnets
• Lead the design of 16-Tesla superconducting conductor test facility, SUCCEX (SUperConducting Conductor EXperiment)
• Lead the design and measurement of 7-GeV synchrotron radiation source, APS, magnet
• Developed APS main control software, GUS
• Lead the design of 1.2-GeV Industrial Synchrotron radiation source, SHIEBA (Samsung Heavy Industries Electron Beam Acceleration)

• Keeman Kim at el., "Design concept of K-DEMO for near-term implementation," Nuclear Fusion 55
• Keeman Kim at el., "Conceptual Design Study for a 16 Tesla Conductor Test Facility, SUCCEX," IEEE Trans. on Applied Superconductivity, vol 24,
• Keeman Kim at el., “Design updates of magnet system for Korean fusion demonstration reactor, K-DEMO,” Fusion Engineering and Design, 149
• Keeman Kim at el., "A Scaling Law for the critical current of Nb3Sn Stands Based on Strong Coupling Theory of Superconductivity," Journal of Applied Physics 99

• (2008) Awards by Minister of Science and Technology for the development of KSTAR device
• (2009) National Decoration by Korean Constitution for the development of ITER TF conductor

• (2002) Ph.D. in Materials Science & Engineering, POSTECH
• (1998) MS. Materials Science & Engineering, POSTECH
• (1996): BS. Materials Science & Engineering, Han Yang University

• (2022 ~ Current) Professor, KENTECH
• (2019 ~ 2022) Professor, Dept. of Energy Science, SKKU
• (2016 ~ 2019) Associate Professor, Dept. of Energy Science, SKKU
• (2013 ~ 2015) Associate Professor, Dept. of Mater. Sci. Eng., POSTECH
• (2009 ~ 2013) Assistant Professor, Dept. of Mater. Sci. Eng., POSTECH
• (2007 ~ 2009) Senior Researcher, KBSI
• (2006 ~ 2007) Researcher, Oak Ridge National Lab, TN, USA
• (2005 ~ 2006) Researcher, Erich Schmid Institute, Leoben, Austria
• (2003 ~ 2005) Senior Researcher, KRISS
• (2002 ~ 2003) Postdoc Researcher, Max-Planck-Institute, Stuttgart, Germany

• In-situ TEM/STEM, Electron holography/ptychography, Deformation mechanisms, Interface/surface structure, Switching mechanisms of devices, Strain mapping, Electron imaging

• Seeing is believing: Direct observation of VLS growth mechanisms of nanowires, liquid atom ordering at solid-liquid interface, imaging of electrons
• Smaller is stronger: Dislocation nucleation mechanism, Twinning mechanism in nanomaterials
• Learning from nature: Toughening/strengthening/ hardening mechanisms, auxeticity of natural materials
• New direction: In-situ operando imaging of dynamic atoms, ions, electrons at interfaces/surfaces of energy materials using advanced (S)TEM techniques (electron holography, differential phase contrast, 4D-STEM, electron ptychography)

• “Ordered liquid aluminum at the interface with sapphire”, Sang Ho Oh, Y. Kauffmann, C. Scheu, W. Kaplan, M. Rühle, Science 310, 661 (2005).
• “In situ Observation of Dislocation Nucleation and Escape in a Submicron Single-Crystal Al Wire”, Sang Ho Oh, M. Legros, D. Kiener, G. Dehm, Nature Materials 8, 95 (2009).
• “Oscillatory Mass Transport in Vapor-Liquid-Solid Growth of Sapphire Nanowires”, Sang Ho Oh, M. Chisholm, Y. Kauffman, W. D. Kaplan, W. Luo, M. Ruehle, C. Scheu, Science 330, 489 (2010).
• “Reversible cyclic deformation mechanism of Au Nanowires by twinning-detwinning transition evidenced from in-situ TEM”, S. Lee, J. Im, Y. Yoo, E. Bitzek, B. Kim, Sang Ho Oh, Nature Communications 5, 3033 (2014).
• “Nanotwin-governed toughening mechanism in hierarchically structured biological materials”, Y. A. Shin, S. Yin, X. Li, S. Lee, S. Moon, J. Jeong, M. Kwon, S. J. Yoo, Y.-M. Kim, T. Zhang, H. Gao, Sang Ho Oh, Nature Communications 7, 3033 (2016).
• “Direct imaging of the electron liquid at oxide interfaces”, K. Song, S. Ryu, H. Lee, T. Paudel, C. Koch, B. Park, J. Lee, S.-Y. Choi, Y.-M. Kim, J. Kim, H. Y. Jeong, M. S. Rzchowski, E. Y. Tsymbal, C.-B. Eom, Sang Ho Oh, Nature Nanotechnology 13, 198 (2018).
• “In situ observation of the initiation of plasticity by nucleation of prismatic dislocation loops”, S. Lee, A. Vaid, J. Im, B. Kim, A. Prakash, J. Guénolé, D. Kiener, E. Bitzek, Sang Ho Oh, Nature Communications 11, 2367 (2020).
• “Cooperative evolution of polar distortion and nonpolar rotation of oxygen octahedra in oxide heterostructures”, T. Min, W. Choi, J. Seo, G. Han, K. Song, S. Ryu, H. Lee, J. Lee, K. Eom, C.-B. Eom, H. Y. Jeong, Y.-M. Kim, J. Lee, Sang Ho Oh, Science Advances 7, eabe9053 (2021).

• (1986) PhD in Chemistry, Stanford Univ
• (1979) MS in Chemistry, KAIST
• (1977) BS in Chemical Technology, SNU

• (2012~2022) Director of IBS Center for Nanomaterials and Chemical Reactions
• (1986~2022) from Assistant to Distinguished Professor in KAIST Chemistry Department
• (1985~1986) Postdoc Fellow at LBL
• (1979~1982) Research Staff in Nuclear Waste Disposal, Korea Atomic Energy Research Institute

• Catalysis for Energy and Environment
• Nanostructured Materials
• Zeolite and Mesoporous Materials
• Hydrogen Production

• Ordered mesoporous carbon materials, called CMK-n, have been created in this laboratory. Another notable work is the synthesis of mesoporous materials built with crystalline microporous zeolite frameworks, which opened up new possibilities in advanced zeolite catalysis. Current research interest is in heterogeneous catalysis based on nanoporous catalytic materials, particularly, for hydrogen production, future energy sources, and clean environments.

• Ryong Ryoo et al., “Rare earth-platinum alloy nanoparticles in mesoporous zeolite for catalysis”, Nature 585, 221-224 (2020).
• Kyoungsoo Kim et al., “Lanthanum-catalysed synthesis of microporous 3D graphene-like carbons in a zeolite template”, Nature 535, 131-135 (2016).
• Kyungsu Na et al., “Directing zeolite structures into hierarchically nanoporous architectures”, Science 333, 328-332 (2011).
• Minkee Choi et al., “Stable single-unit-cell nanosheets of zeolite MFI as active and long-lived catalysts”, Nature 461, 246-249 (2009).
• Sang Hoon Joo et al., “Ordered nanoporous arrays of carbon supporting high dispersions of platinum nanoparticles”, Nature 412, 169-172 (2001).
• Ryong Ryoo et al., “Synthesis of highly ordered carbon molecular sieves via template-mediated structural transformation”, J. Phys. Chem. B 103, 7743-7746 (1999).

• Korea National Scientist Award in 2007
• 2010 Ho-Am Prize in Science
• Breck Award from the International Zeolite Association in 2010
• Top 100 Chemists of the Decade 2000-2010 by UNESCO & IUPAC
• 2011 Top 10 Breakthrough Researches selected by Science
• 2014 Thomson Reuters Citation Laureate (for the prediction of Nobel Prize in chemistry, jointly with Charles Kresge and Galen Stucky for Design of Functional Mesoporous Materials)

• (2020) Ph.D. in Curriculum and Instruction (Concentration in Language and Literacy Education, Minor in Research and Evaluation Methodology), University of Florida, USA
• (2012) MA. In Applied Linguistics, University of Massachusetts, USA
• (1998) B.Sc.(Agr.), Forest Resources and Conservation (FRC), Yeungnam University

• 2023~, UKLA International Ambassador 
• 2021~, Editorial Member of Multilingual and Multicultural Education
• 2021, Senior Researcher, POSTECH
• 2020, Research Professor, Korea University, Sejong
• 2020, Appointed as an Assistant Professor, Flagler College, St. Augustine, Florida, USA
• 2018~2019, Graduate Teaching Fellow for graduate courses, University of Florida, USA
• Served as reviewer of international journals (TESOL Journal, Asian EFL Journal, etc.) and conferences(AERA 2019, AAAL 2022, etc.)

• ESP/EAP, Scientific writing, Functional linguistics in education, Educational measurement, Evidence-centered assessment design

• Corpus-based analysis on science and engineering journal articles written by Korean graduate students
• ESP/EAP writing instruction and assessment
• A linguistically informed, responsive, and embedded pedagogy for language and literacy education within Systemic Functional Linguistics framework
• Scientific literacy as the ability to engage in social, semiotic, and cognitive practices
• Educational measurement with respect to issues of validity and fairness as a lack of statistical bias (e.g., differential item functioning; population invariance of equating)

• Park, Jungyoung., & Fang, Zhihui. (2021). ‘Voice’ in adolescents’ informational writing. Literacy,55(3).
• Park, Jungyoung., & Schlight, Richard. (2021). Creative writing workshop with native and non-native English speaking graduate students: Comparative study. Asian EFL Journal, 25(1)
• Park, Jungyoung., & Cho, Dong Wan. (2020). Making logical-semantic relations in science writing: Korean graduate students' use of relative clauses in science and engineering journal papers. Asian ESP Journal, 16(6-1).
• Fang, Zhihui., & Park, Jungyoung. (2020). Adolescents' use of academic language in informational writing. Reading and Writing 33, 97-119.
• Cho, Dong Wan., & Park, Jungyoung. (2015). Supplementive participle clauses in science journal papers by Korean graduate students: A corpus-based study for pedagogical purposes. The Journal of Asia TEFL, 12(4).

• 2022 UKLA Wiley Research in Literacy Education Award, The Literacy Winner, United Kingdom Literacy Association 
• Irving and Rose Fien Reading Fellowship for dissertation research, Student Affairs and Graduate Education, University of Florida, USA
• Graduate School Fellowship, Graduate School and the College of Education, University of Florida, USA

• (2019) Ph.D. in Chemical Engineering, MIT
• (2019) MBA, MIT Sloan School of Management
• (2008): BS. in Chemical and Biological Engineering, Seoul National University

• (2020 ~ 2022) Apple, Battery Algorithm Engineer.
• (2019 ~2022) Argonne National Laboratory, Postdoc Researcher.
• (2017, 2018 summers) Tesla, Battery Modeling Intern Engineer.
• (2012 ~ 2015) Samsung SDI, Senior Engineer and Manager.

• Li-ion battery, battery management system (BMS), electrochemistry, transport phenomena, reaction kinetics, mathematical modeling, data-driven AI models, SOX diagnosis and prognosis, fast-charging protocols, techno-economic evaluation.

• BMS algorithms - fast charging, SOX diagnosis, aging mitigation:we combine physics-based models and data-driven tools (ML/DL) to develop next-generation BMS algorithms.
• Material kinetics theory – porous electrode, solid-state electrolyte: based on fundamental theories (thermodynamics, transport, reaction kinetics), we study behavior of Li+ in multi-particle heterogeneous porous electrodes (both NMC and LFP -based systems), as well as in sintered structures of solid electrolytes.
• Cell and pack simulation – fast charging, battery safety, cell design:we optimize cell and pack design as well as charging protocols using battery digital twins (i.e., advanced mathematical models and numerical tools).
• Technoeconomic evaluation: we assess the economic impacts of technological improvements, such as material properties, cell design, manufacturing process, as well as algorithms to inform various decision makers from engineers to policy makers and investors.
  
  

• J. Song, Z. Liu, K.W. Knehr, J.J. Kubal, D.W. Dees, S. Ahmed, Pathways towards managing cost and degradation risk of fast charging cells with electrical and thermal controls, Energy & Environmental Science, 14, 6564, (2021).
• J. Song and M. Z. Bazant, Electrochemical impedance imaging via distribution of diffusion times, Physical Review Letters, 120, 116001 (2018).
• M.S. Ziegler, J. Song, J.E Trancik, Determinants of lithium-ion battery technology cost decline, Energy & Environmental Science, 14, 6074, (2021).
• J. Song and M. Z. Bazant, Effects of nanoparticle geometry and size distribution on diffusion impedance of battery electrodes, J. Electrochem. Soc., 160, A15-A24 (2013).

• (2020) R&D 100 Finalist
• (2016) Doh Wonsuk Memorial Award

• (2022~) Assistant Professor, KENTECH
• (2021~2022) Postdoctoral Research Scientist, Columbia University

• Ph.D. in Electrical Engineering, 2021 New York University
• M.S. in Electrical Engineering & Computer Science, 2014 Seoul National University
• B.S. in Electrical & Electronic Engineering, 2012 Yonsei University

• Smart Grid, Power System Optimization, Power System Economics

• My research interest is in developing mathematical models and optimization algorithms to solve power system engineering and energy economics problems. Research topics include:
• Power systems operation and planning
• Decarbonization of power grids and renewable energy integration
• Energy storage as grid flexibility resources
• Demand-side resources - electric vehicles, smart buildings, and microgrids
• Electricity market modeling and energy policy design
• Stochastic and distributed optimization with energy applications
• Grid resilience against extreme weather and cyber-attack

• J. Kim, S. Bialek, B. Ünel, Y. Dvorkin, “Impact of imperfect foresight on the optimal DER deployment, remuneration and policy,” Applied Energy, 2022.
• J. Kim, R. Mieth, Y. Dvorkin, “Computing a Strategic Decarbonization Pathway: A Chance-Constrained Equilibrium Problem,” IEEE Transactions on Power Systems, vol. 36, no. 3, p. 1910, 2021.
• J. Kim, B. Unel, S. Bialek, Y. Dvorkin, “Strategic Policymaking for Implementing Renewable Portfolio Standards: A Tri-level Optimization Approach,” IEEE Transactions on Power Systems, vol. 36, no. 6, p. 4915, 2021.
• J. Kim, Y. Dvorkin, “A P2P-dominant Distribution System Architecture, ” IEEE Transactions on Power Systems, vol. 35, no. 4, pp. 2716-2725, 2020.
• J. Kim, Y. Dvorkin, “Enhancing Distribution System Resilience with Mobile Energy Storage and Microgrids,” IEEE Transactions on Smart Grid, vol. 10, no. 5, pp. 4996-5006, 2019.
• Google Scholar: https://scholar.google.com/citations?user=A5c_yfsAAAAJ&hl=en

• Best Reviewer Award, IEEE Transactions on Smart Grids, 2019
• Ernst Weber fellowship, New York University, 2017
• Dean’s list, University of Washington, 2010
• High honor, Yonsei University, 2009

• (1992) Ph.D. in Chemical Engineering, University of Florida
• (1983) M.S. In Chemical Engineering, Seoul National University
• (1981) B.S. in Chemical Engineering, Hanyang University

• (2021) 25th President of the Korean Energy Society
• (2019~2020) Chair, Energy Committee, CAETS (International Council of Academies of Engineering and Technological Sciences)
• (1994~2021) School of Chemical Engineering, Yeungnam University, Professor, Vice President for Research, Director of Student Development
• (2016~2019) Managing Director of Energy Industry, Office of Strategic R&D Planning, Ministry of Trade, Industry & Energy, Republic of Korea
• (2017) 4th President of the Korea Photovoltaic Society
• (2012~ ) Representative of Korea, International Energy Agency (IEA) Photovoltaic Systems (PVPS) Task 1
• (2011~2013) Photovoltaic R&D Program Director, Korea Institute of Energy Technology Evaluation and Planning (KETEP)

• Photoelectrochemical system for green hydrogen production
• Green Hydrogen Production
• Earth-abundant thin film solar cells
• PEC-PV hybrid devices and systems
• Next-generation battery materials and devices

• Photoelectrochemical (PEC) materials & devices for water spitting applications
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• Thin film photovoltaic (PV) materials & devices for solar fuel applications; PV-PEC hybrid systems
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• 

• “RGO/WO3 hierarchical architectures for improved H2S sensing and highly efficient solar-driving photo-degradation of RhB dye,” S.S. Mehta, M.S. Tamboli, and Chinho Park, Scientific Reports, 11, 5023 (2021).
• “Effect of sulfurization temperature on the efficiency of SnS solar cells fabricated by sulfurization of sputtered tin precursor layers using effusion cell evaporation”, V. Reddy and Chinho Park, Journal of Alloys and Compounds, 806, 410-417 (2019).
• “Effect of sulfurization temperature on the phase purity of Cu2SnS3 thin films deposited via high vacuum sulfurization, M.R. Pallvolu and Chinho Park, Applied Surface Science, 462, 641-648 (2018).

• Toray Chemical Engineering Award, Toray 2021
• The Order of Science & Technology Merit (Doyakjang), Republic of Korea 2018
• Hyungdang Education Award, KIChE 2018
• Seok Myung Excellent Chemical Engineer Award, KIChE, 2013
• Senior Fellow, The National Academy of Engineering of Korea, 2015~Present

• (2018) Combined M.S & Ph.D. Department of Materials Science and Engineering, UNIST
• (2013) B.S. Department of Materials Science and Engineering, UNIST

• (2021-present) Assistant Professor Energy Materials and Electronics, KENTECH
• (2019-2021) Postdoctoral Researcher Electrical and Computer Engineering, University of Toronto
• (2018-2019) Postdoctoral Researcher Department of Materials Science and Engineering, UNIST

• Optoelectronic device (Solar cells, LEDs, Photodetectors)
• Surface chemistry
• Perovskite
• Quantum dot

• Seungjin Lee et al., Orthogonal Colloidal Quantum Dot Inks Enable Efficient Multilayer Optoelectronic Devices. Nature Communications, 2020, 11, 4814.
• Seungjin Lee et al., Myoung Hoon Song, Conjugated polyelectrolytes as a multifunctional passivating and hole transporting layer for efficient green perovskite light-emitting diode. Advanced Materials, 2019, 31, 190067.
• Seungjin Lee et al., Versatile defect passivation methods for metal halide perovskite materials and their application in light-emitting devices. Advanced Materials, 2019, 31, 1805244.
• Seungjin Lee et al., Conjugated Polyelectrolytes Bearing Various Ion Densities: Spontaneous Dipole Generation, Poling-Induced Dipole Alignment, and Interfacial Energy Barrier Control for Optoelectronic Device Applications. Advanced Materials 2018, 30, 1706034.
• Seungjin Lee et al., Growth of Nanosized Single Crystals for Efficient Perovskite Light-Emitting Diodes. ACS Nano 2018, 12, 3417-3423.

• 24th Human-Tech Paper Award, Gold Prize Material Science & Process Samsung Electronics, Republic of Korea

• (2021) PhD in Educational Policy, University of Missouri-Columbia
• (2002) MA in English Literature, Seoul National University
• (1997) BA in English Education, Seoul National University

• Dual-language education, Educational program evaluation, Policy implementation process, Quantitative Methodology

• (2022-2024) Postdoctoral researcher, Digital-Based Teaching & Learning Research Team, Jeonbuk National University
• (2022-2024) Instructor, Jeonbuk National Univeristy

• Instructional program coherence, which occurs when programs are guided by a common framework for curriculum, instruction, assessment, and learning climate, is a topic of great interest to educational researchers and policymakers seeking to understand the organizational factors that underlie school improvement. My study, in collaboration with Drs. Eric Camburn and James Sebastian, found a positive relationship between teachers' perceptions of coherence and student achievement, highlighting an important organizational process that school improvement research should consider. The concept of instructional program coherence does not refer to a specific curriculum or school program. Rather, it attempts to answer the question of how school curricula, or multiple programs in general, can be organized in a way that improves the quality of teaching and learning, which is the core function of educational organization.

• Jeong-Mi Moon (2023). Exploring the Characteristics of Teachers, Schools, and Subjects that Practice Computational Thinking-based Teaching and Learning. Journal of Research in Curriculum Instruction, 27(1), 51-63.
• Lisa M. Dorner, Jeong-Mi Moon, Juan Freire, James Gambrell, Sue Kasun & Claudia Cervantes-Soon (2023). Dual Language Bilingual Education as a Pathway to Racial Integration? A Place-Based Analysis of Policy Enactment, Peabody Journal of Education, 98(2), 185-204.
• Jeong-Mi Moon, Eric M. Camburn & James Sebastian (2022). Streamlining your school: understanding the relationship between instructional program coherence and school performance. School Effectiveness and School Improvement, 33(2), 260-279.

• Richard V. Hatley Educational Leadership Research Award, University of Missouri-Columbia (2019)
• Barbara L. Jackson Scholar, University Council for Educational Administration (2017 – 2019)
• Walter Scott Monroe Research Fellowship, University of Missouri-Columbia (2017)

• Ph.D Materials Science & Engineering, Seoul National University (2016)
• MS. Materials Science & Engineering, Seoul National University (2009)
• BS. Materials Science & Engineering, Seoul National University (2007)

• 2022~ Professor, KENTECH
• 2017~2021, Professor, Chonnam National University
• 2016~2017, Postdoctoral Scholar, Stanford University, USA
• 2016~2016, Senior Researcher, Samsung Electro-Mechanics
• 2010~2010, Researcher, Seoul National University
• 2009~2009 Researcher, Korea Institute of Science and Technology

• Hydrogen Production, Hydrogen Carrier, Water Electrolysis, (Photo) electrochemistry, Energy Conversion and Storage

• Photoelectrochemical Hydrogen Production
  
  
  
  
• Electrochemical Hydrogen Production
  
  
  
  
• Potential Hydrogen Carriers
  
  
  
  

• 
  
  
• Renewable and Sustainable Energy Reviews 2023 (IF 16.799)
• Chemical Engineering Journal2022, 428, 132086 (Impact factor 13.273)
• Small2021, 17 (47), 2103613 (Impact factor 13.281) Selected as a cover image and Featured in Hot Topic: Water Splitting
• Environmental Science: Nano2021, 8 (11), 3110 (Impact factor 8.131) Selected as a cover image
• Composites Part B: Engineering 2019, 175 (15), 107071-107077 (Impact Factor 9.078)
• Journal of Materials Chemistry A 2019, 7, 10651 (Impact Factor 12.732) Featured in an online collection on catalysis
• Nanoscale 2018, 10, 13936-13941 (Impact Factor 7.790)
• Small 2017, 13 (17), 1603893 (Impact factor 13.281)
• ACS Applied Materials & Interfaces 2017, 9 (4), 3570 (Impact Factor 9.229)
• Energy & Environmental Science 2015, 8 (4), 1329, (Impact Factor 38.532)
• Energy & Environmental Science 2013, 6 (12), 3658 (Impact Factor 38.532) HOT articles from Royal Society of Chemistry
• Journal of Materials Chemistry A 2013, 1 (17), 5414, (Impact Factor 12.732)

• Academic Contribution Award-The Korean Ceramic Society, 2022
• Best Presentation Award, ENGE 2022
• Best Presentation Award, IUMRS-ICA 2021
• Best Presentation Award, GPVC 2021
• Outstanding Research Professor Award, 2021
• Best Presentation Award, GPVC 2019
• Outstanding New Faculty Award, 2018

• (1996) Ph.D. in Chemical Engineering, University of Cincinnati
• (1991) MS. In Chemical Engineering, Seoul National University
• 1989: BS. Chemical Engineering, Yonsei University

• (2000 ~ 2021) Senior/Principal Research Engineer, KIST
• (2019 ~ 2021) Director General, CEI, KIST
• (2017 ~ 2019) Director, NARD, KIST
• (2014 ~ 2017) Head, Fuel Cell Research Center, KIST

• Molten Carbonate Fuel Cells (MCFC), Molten Carbonate Electrolysis (MCEC), Hydrogen Purification Metallic Membranes, Membrane Reactors

• Molten Carbonate Electrolysis : MCEC produces H2 at low cost when it combined with steam reforming of methane. Performance and durability of cathodes and anodes can be achieved by many surface modifications.
  
  
• Membrane Reactors : embrane reactors using metallic membrane produce high-purity H2 from liquid chemical hydrides. Thin metallic membranes are by many methods such as electroless plating, and the prepared membranes are used for membrane reactors.
  
  

• C.H. Lee, Y.S. Jo, Y. Park, H. Jeong, Y. Kim, H. Sohn, C.W. Yoon, S.W. Nam, J. Han, “Unconventional hydrogen permeation behavior of Pd/BCC composite membranes and significance of surface reaction kinetics”, J. of Membr, Sci., 595 (2020) 117506
• Y.S. Jo, J. Cha. C.H. Lee, H. Jeong, Y. Kim, C.W. Yoon, S.W. Nam, J. Han, “A viable membrane reactor option for sustainable hydrogen production from ammonia”, J. of Power Sources, 400 (2018) 518
• H.V.Phuc Nguyen, M.R. Othman, D. Seo, S.P. Yoon, H.C. Ham, S.W. Nam, J. Han, “Nano Ni layered anode for enhanced MCFC performance at reduced operating temperature”, Intern. J. of Hydr. Energy, 39 (2014) 12285

• (2019) Prime Minister Citation
• (2016) Fuel Cells Academic Award, the Korean Electrochemical So0ciety
• (2013) Researcher of the Month, KIST

• (1998) Ph.D. in Metallurgical Engineering, Sungkyunkwan University
• (1993) MS. in Metallurgical Engineering, Sungkyunkwan University
• (1991) BS. in Metallurgical Engineering, Sungkyunkwan University

• ITER Magnet Advisor(2021): ITER International Organization in France
• Section(Group) Leader(2007-2020): ITER Superconducting PF Coil/CC Coil Section(Group)
• Team Leader(2007): Procurement and test team in KFE(Korea Institute in Fusion Energy)
• Team Leader(2005~2006): KSTAR TF Magnet Team in KFE
• Senior Researcher (1999~2002): Nuclear Fusion project Team in Samsung Advanced Institute of Technology

• Nuclear Fusion, Superconductor, Superconducting Magnet, ITER, KSTAR.

• High magnetic field superconducting magnet
• Materials for nuclear fusion reactor
• Superconductor for nuclear fusion
• Development of superconducting materials
• Development of material for low energy consumption
• Design & analyses and test on superconducting magnet
• System engineering for big science facility
• ITER superconducting magnet system
• KSTAR superconducting magnet system
  
  
  
  

• “Approaching ITER PF Coil Manufacturing”, Byung Su Lim, Neil Mitchell et al., IEEE Transactions on Applied Superconductivity, vol. 26, no. 4, 2016.
• “Development of the ITER PF Coils”, Byung Su Lim, Neil Mitchell et al., IEEE Transactions on Applied Superconductivity, vol. 22, no. 3, 2012.
• “Design of the ITER PF Coils”, Byung Su Lim, Neil Mitchell et al., IEEE Transactions on Applied Superconductivity, vol. 21, no. 3, 2011

• ITER PF Coil Procurement Arrangement signed in 2009 with European Domestic Agency and in 2011 with Russian Domestic Agency.
• KSTAR Superconductors and KSTAR TF(Toroidal Field) Coils completion.

• Ph.D Department of Energy Engineering Hanyang University (2014)
• MS. Department of Energy Engineering Hanyang University (2011)
• BS. Department of Chemical Engineering Hanyang University (2009)

• 2022~ Assistant Professor, KENTECH
• 2021~ Editor-in-chief, The Korean Society of Industrial & Engineering Chemistry
• 2020~ Board Member, The Membrane Society of Korea
• 2019~2022, Assistant Professor, KNU
• 2018~2019, Professional, LG Chem.
• 2015~2018, Postdoc, Chemical & Biomolecular Engineering, University of California, Berkeley

• Membrane-driven Technologies,
• Electrocatalyst-assistant Processes
• Development of Integrated Systems
• Energy & Environmental Applications
• Engineering of Functional Materials

• (Photo)electrochemical H2 generation coupled with gas separation membrane process
  
  
  
  
• Membrane-assistant (photo)electrochemical systems for NH3 generation & plastic oxidation
  
  
  
  

<img src="/resources/sites/eng/atchmnfl/profl/000003/03_3.jpg" title="" alt="" style="vertical-align: baseline; border: 0px solid rgb(0, 0, 0);">

• Excellent Poster Paper Award, KSIEC 2021 Fall Meeting
• Excellent Researcher at KNU on Sep., 2021
• Silver Prize, X-corps Research Fellowship, 2021
• Excellent Researcher at KNU on Nov., 2020
• Silver Prize, X-corps Research Fellowship, 2020
• Excellent Thesis Award, Hanyang University, 2014
• Silver Prize, 20th Human Tech Paper Award (Samsung), 2013
• Excellent Poster Paper Awards, KSIEC & MSK (2011-2013)
• Cum Laude, Chemical Engineering, Hanyang University, 2009.

• Ph.D. in School of Electrical Engineering and Computer Science, Seoul National University, 2003
• M.S. in School of Electrical Engineering, Seoul National University, 1998
• B.S. in School of Electrical Engineering, Seoul National University, 1996

• Machine learning and artificial intelligence
• Big data privacy and AI security
• AI application for cybersecurity, networks, and energy

• 2022~ Professor, KENTECH
• 2019~2021 Professor, AI Graduate School, GIST
• 2019~2020 Director, GIST Institute for AI, GIST
• 2018~2019 Dean, School of Electrical Engineering and Computer Science, GIST
• 2006~2019 Professor, School of Electrical Engineering and Computer Science, GIST
• 2003~2006 Post-doctoral Research Associate, Department of Computer Science, University of Illinois at Urbana-Champaign, USA

• DIVERGENCE: Deep reinforcement learning-based adaptive traffic inspection and moving target defense countermeasure framework," IEEE Transactions on Network and Service Management, 2022
• Multi-agent reinforcement learning-based resource management for end-to-end network slicing, IEEE Access, 2021
• Deep learning approach for detecting malicious activities over encrypted secure channels, IEEE Access, 2021
• Privacy-preserving reinforcement learning using homomorphic encryption in cloud computing infrastructures, IEEE Access 2020
• Building energy management for demand response using kernel lifelong learning, IEEE Access 2020
• Online learning based downlink transmission coordination in ultra-dense mmWave heterogeneous networks, IEEE Trans. on Wireless Communications, 2019

• Achievement Award, Minister of Science and ICT, 2019
• Achievement Award, Gwangju Metropolitan City Mayor, 2019
• Regional Cooperation Service Award, GIST President, 2019

• AI for Cybersecurity: Deep learning based malicious activity detection for encrypted secure channels
  
  
  
• AI for Networks: Multi-agent reinforcement learning-based resource management for end-to-end network slicing
  
  
  
• AI for Energy: Building energy management for demand response using kernel lifelong learning
  
  
  

• (2016) PhD in Mathematics, Kyungpook National University
• (2010) MS in Mathematics, Kyungpook National University
• (2008) BS in Mathematics, Kyungpook National University

• Functional Analysis
• Operator Theory
• Moment Theory
• Matrix Analysis

• Study for the gap between subnormal and hyponormal operators
• Study for Berger measures of subnormal weighted shift operators
• Study for moment sequences associated to operators
• Study for moment infinite divisibility of weighted shift operators

• S. Baek, H. Choi, S. Yoo, On a construction method of new moment sequences, submitted.
• S. Baek, n-hyponormality and n-contractivity of generalized Bergman weighted shifts, submitted.
• S. Baek, M. R. Lee, C. Li, Weakly n-hyponormal weighted shifts: a sufficient condition and their examples, Filomat 37 (2023).
• S. Baek, H. Do, M. R. Lee, C. Li, The flatness property of local-cubically hyponormal weighted shifts, Kyungpook Math. J. 59 (2019), 315—324.
• C. Li, M. R. Lee, S. Baek, A relationship: subnormal, polynomially hyponormal and semi-weakly hyponormal weighted shifts, J. Math. Anal. Appl. 479 (2019), 703—717.
• S. Baek, M. R. Lee, Semi-cubically hyponormal weighted shifts with Stampfli’s subnormal completion, Commun. Korean Math. Soc. 34 (2019), 477—486.
• S. Baek, G. R. Exner, I. B. Jung, C. Li, Semi-cubic hyponormality of weighted shifts with Stampfli recursive tail, Integr. Equ. Oper. Theory 88 (2017), 229—248.
• S. Baek, I. B. Jung, G. R. Exner, C. Li, On semi-cubically hyponormal weighted shifts with first two equal weights, Kyungpook Math. J. 56 (2016), 899-–910.
• S. Baek, Semi-weakly hyponormal weighted shifts with a recursive tail, 2016, Ph.D. Thesis.
• C. Li, M. R. Lee, S. Baek, Semi-cubically hyponormal weighted shifts with recursive type, Filomat 27 (2013), 1043—1056.
• S. Baek, I. B. Jung, G. Y. Moon, An algorithm for quartically hyponormal weighted shifts, Kyungpook Math. J. 51 (2011), 187-–194.

• (2016) Ph.D. in Complexity Science, Sungkyunkwan University
• (2006) BS. Genetic Engineering, Korea University

• (2020 ~ 2021) Assistant professor, Universidad del Desarrollo
• (2017 ~ 2020) Assistant professor, Universidad de Talca
• (2016 ~ 2017) Research fellow, Asia Pacific Center for Theoretical Physics

• Network science, power grid, synchronization stability, community detection, sustainability, greenhouse gas emissions

• Synchronization stability analysis of power grids based on complex network science
• Community detection/consistency analysis of the community partition
• Complex network analysis on networked big data
• Machine learning approach to predict synchronization stability of power grids
• Sustainability analysis based on life cycle assessment (LCA)
  
  

• How modular structure determines operational resilience of power grids”, Heetae Kim, New Journal of Physics 23, 063029 (2021)
• “Consistency landscape of network communities”, Daekyung Lee, Sang Hoon Lee, Beom Jun Kim, and Heetae Kim, Physical Review E 103 (5), 052306 (2021).
• “On structural and dynamical factors determining the integrated basin instability of power-grid nodes”, Heetae Kim, Mi Jin Lee, Sang Hoon Lee, and Seung-Woo Son, Chaos: an Interdisciplinary Journal of Nonlinear Science 29 (10), 103132 (2019).

• Kaleidoscope of the month by Physical Review E (2019)
• Research fellowship, APCTP (2016)
• Best presentation award, Department of Energy Science, SKKU (2012), best poster presentation award, Korean Chemistry Society (2010)

• (2005) Ph.D. Inorganic Chemistry, Department of Chemistry, Korea University
• (2000) M.S. Inorganic Chemistry, Department of Chemistry, Korea University
• (1997) B.S. Chemistry, Department of Chemistry, Korea University

• (2025 ~ ) Collegiate Professor, KENTECH
• (2019 ~ 2024) Lecture Professor, Department of Chemistry, Ajou University
• (2016 ~ 2018) CTO, Nanowearable Co., Ltd. (start-up company)
• (2014 ~ 2016) Senior Engineer, IT Panel Development Team, LCD Business, Samsung Display Co.
• (2010 ~ 2013) Principal Researcher, R&D Center, Samsung Fine Chemicals Co.
• (2009 ~ 2010) Postdoctoral Fellow, Department of Chemistry and Electrical Systems Engineering, University of Pennsylvania
• (2006 ~ 2008) Postdoctoral Fellow, Department of Materials Science and Engineering, Johns Hopkins University

• Organic electronics, Semiconducting materials, Transistors, Sensors

• Organic and organometallic synthesis
• OTFT (Organic Thin-Film Transistors)
• OSV (Organic Spin-Valve), OPV (Organic Solar Cells)
• Oxide TFT (sol-gel process)
• Semiconducting SWCNT and application for electronic devices (TFT, Sensor)

• "Facile synthesis and optoelectronic exploration of silylthiophene substituted benzodithiophene polymer for organic field effect transistors" J. Organomet. Chem. 2019, 880, 317-321
• "Facile Routes to Improve Performance of Solution-Processed Amorphous Metal Oxide Thin Film Transistors by Water Vapor Annealing" ACS Appl. Mater. Interfaces, 2015, 7, 13289-13294
• "Diketopyrrolopyrrole-Based pi-Bridged Donor-Acceptor Polymer for Photovoltaic Applications" ACS Appl. Mater. Interfaces, 2011, 3, 3874-3883
• "Effects of Carrier Mobility and Morphology in Organic Semiconductor Spin Valves" J. Appl. Phys. 2009, 105, 07C708
• "Synthesis, Structural Characterization, and Unusual Field-Effect Behavior of Organic Transistor Semiconductor Oligomers: Inferiority of Oxadiazole Compared with Other Electron-Withdrawing Subunits" J. Am. Chem. Soc. 2009, 131, 1692–1705

• Stone-Tower Lecture Award (Korea University, 2022 Organic chemistry 1)
• Stone-Tower Lecture Award (Korea University, 2021 Special topic on new materials chemistry)

• Ph.D., Biodesign Institute at Arizona State University, 2009
• M.S. Environmental Engineering, Inha University, 2000
• B.S. Environmental Engineering, Inha University, 1998

• Associate Professor, University of Waterloo, 2017-2021
• Assistant Professor, University of Waterloo, 2010 – 2016

• water and energy nexus, carbon neutral circular economy, sustainable water and wastewater management, food waste valorization, renewable energy and chemicals

• Low-Carbon Circular Economy in Environment, Energy, and Climate Change Nexus
• Green Hydrogen Production
• Renewable Natural Gas
• Biodegradable plastic production
• Carbon capture & utilization (CCU)
• Extracellular electron transfer (EET) – Wire bacteria

• Abid et al. (2021) Butyrate production and purification by combining dry fermentation of food waste with a microbial fuel cell. J Environ Management, 300, 113827.
• Li et al. (2021) State-of-the-art Management Technologies of Dissolved Methane in Anaerobically-Treated Low-Strength Wastewaters (2021) Wat Res, 200, 117269.
• Abid et al. (2021) Spatial distribution of biofilm conductivity in a Geobacter enriched anodic biofilm. Chemical Engineering J, 404, 126544.

• Research Chair Nomination
• International High Talent Fellow
• Early Researcher Award
• Engineering Research Excellence Award
• The Prime Minister Award

• (2020) Ph.D. in Electrical Engineering, University of Cambridge
• (2012) MS. In Electrical Engineering, Yonsei University
• (2010) BS. Electrical Engineering, Yonsei University

• (2020 ~ Current) Advisor, Magnachip semiconductor
• (2012 ~ 2015) Senior design engineer, Fairchild semiconductor

• Power semiconductor design, Power MOSFETs, IGBTs, PIN-diode, Mixed-mode simulations, Power conversion

• Design of power semiconductor devices including wide bandgaps (Power MOSFETs, IGBTs, Trench MOSFETs, PIN Diodes, Schottky Diodes, BJTs, Thyristors)
  
  
  
  
• Simulation studies based on Sentaurus work bench (SWB) (resistance and breakdown of active and edge termination, device-circuit mixed-mode, gate ringing, short-circuit, reverse recovery, unclamped inductive switching, hard switching, soft switching)
• Measurement of power semiconductors’ static and dynamic characteristics

• “True Origin of Gate Ringing in Superjunction MOSFETs: Device View”, Hyemin Kang, and Florin Udrea, IEEE Transactions on Power Electronics, Early access (2020.09).
• “Effect of Pillar Ripple on Static and Dynamic Trade-offs in Superjunction MOSFETs”, Hyemin Kang, Nazareno Donato, and Florin Udrea, IEEE Electron Device Letters, 41 (5), 753-756 (2020).
• “Theory of 3D Superjunction MOSFETs”, Hyemin Kang, and Florin Udrea, IEEE Transactions on Electron Devices, 66 (12), 5254-5259 (2019).

• Kang and Udrea’s figures of merit “True Material Limit of Power Devices - Applied to 2-D Superjunction MOSFET” H. Kang and F. Udrea, 2018

• Ph.D Mechanical Engineering Korea University (2016)
• BS. Mechanical Engineering Korea University (2011)

• 2022~ Assistant Professor, KENTECH
• 2020~2022 Senior Engineer, Samsung Electronics
• 2019~2020 Research Scientist, Stanford University
• 2017~2017 Visiting Scholar, Stanford University
• 2016~2019 Research Professor, Korea University
• 2011~2016 Research Trainee

• Solid Oxide Fuel/Electrolysis Cells
• Protonic Ceramic Fuel/Electrolysis Cells
• Thin-Film Deposition
• Multiscale Structure Fabrication
• Nanoscale in-situ Characterization

• Free-standing micro-fuel cells performing high power outputs at 300 °C with multi-layered hybrid electrolyte structures
  
  
  
  
• Multiscale platform development for protonic ceramic fuel cells recording world-best peak power densities with improved physical/chemical stability
  
  
  
  
• In-situ/in-operando characterization technique development to understand phenomena and principles at nanoscale regime
  
  
  
  

<p>K. Bae et al., Nat. Comm., 8, 14553 (2017)</p>
• Single grain structured BZY electrolyte
• Performance + stability improvement
  
  
  
  
<p>K. Bae et al., Adv. Energy Mater., 8 (25), 18013158 (2018)</p>
• World record power outputs with multiscale anode structure
  
  
  
  
<p>K. Bae et al., Adv. Sci. 8 (3), 2002876 (2021)</p>
• In-situ quantification of heat generation using nanocalorimeter and TEM
• Illumination of inelastic scattering of electrons
  
  
  
  

• BEST PRESENTER
  Global Top Talent Forum by Hyundai Motor Group, 2018
• BEST POSTER AWARD
  The 3rd International Conference on Advanced Electromaterials (ICAE), 2015
• BEST POSTER SESSION AWARD THIRD PLACE
  The Asian SOFC Symposium and Exhibition September, 2014

▪​ (2012) Ph.D. in Department of Information and Communications Engineering, Korea Advanced Institute of Science and Technology (KAIST)

▪ ​​(2006) M.S. in Department of Information and Communications Engineering, Korea Advanced Institute of Science and Technology (KAIST)​

▪ ​​(2000) B.S. in Department of Electrical Engineering, Korea University ​

▪​​(2025-present) Associate Professor, Korea Institute of Energy Technology (KENTECH)

▪​​(2024-2025) Professor, Department of Information and Communication Engineering, Chosun University​

▪​​(2021-2024) Associate Professor, Department of Information and Communication Engineering, Chosun University

▪(2016-2021) Assistant Professor, Department of Information and Communication Engineering, Chosun University 

▪(2015-2016) Principal Research Engineer, Advanced Standard Research Lab under CTO., LG Electronics 

▪(2014-2015) Research Professor, KAIST 

▪(2012-2013) Post-doctoral Scholar, University of California, San Diego (UCSD) 

▪(2012-2012) Post-doctoral Researcher, Information & Electronics Research Institute, KAIST 

▪(2000-2003) Engineer in Kisan Telecom, Seoul, Korea

Image and Video Processing, Computer Vision, Medical Imaging and Aanlysis, Artificial Intelligence for Energy 

My Research interest lies in advancing artificial inteligence techniques for image and video understanding, with applications in medical imaging, energy forecasting, and visual signal processing. Research topics include:

Medical Imaging and Diagnosis

 ▪Orthopedic imaging for osteoporosis assessment, fracture classification, and treatment monitoring

​ ▪Dental Imaging for automated teeth segmentation, disease detection, and 3D structure reconstruction

​ ▪Skin disease diagnosis using clinical photographs and dermoscopic images with deep learning Multimodel analysis for osteoporosis diagnosis integrating X-rays,m CT scans, and electronic medical Records

Computer Vision for Image and Video Processing

​​ ▪Classical video restoration (deoldifying) and enhancement

 ​▪Image compression, denoising, inpainting, and super-resolution

 ​​▪Transformer and diffusion models for image reconstruction

Large Language Models for Energy System

 ​​▪Natural language reporting of energy demand and anomaly detection results

 ​​▪Integration of LLMs with deep forecasting models for smart grid applications​​

▪​​Aradhana Mishra and  Bumshik Lee*, "Pixel Boost: Leveraging Brownian Motion for Realistic Image Super-Resolution", IEEE Transactions on Multimedia, 2025

▪​​Guoqing Chao, Jingnan Qi, Jingxuan Li, Bumshik Lee and Dianhui Chu, "Incomplete Multi-View Classification via Graph Neural Network on Heterogeneous Graph", Information Fusion, vol. 121, Sep. 2025

▪​Arshiana Shamir, Nokap Park and Bumshik Lee*, "BOLD-NET: Brightness Enhancement for Old Images using Deep Curve Estimation and Attention Modules", Engineering Applications of Artificial Intelligence, 126 (2023), Nov. 2023 

▪​​Chaitra Dayananda, Nagaraj Yamanakkanavar, Truong Nguyen and Bumshik Lee*, "AMCC-Net: An Asymmetric Multi-cross Convolution for Skin Lesion Segmentation on Dermoscopic Images", Engineering Applications of Artificial Intelligence, 122 (2023), Jun. 2023.​​

▪​(2025) Excellent Paper Award. "Accurate 3D Teeth Segmentation via Skeleton and Centroid Guidance in CBCT Imaging", ICAIIC 2025

​▪(2025) Best Session Presentation Award, 2025 International Conference on Consumer Electronics

▪​(2024) 대상, 2024 K-Health 의료인공지능 해커톤대회 (First Place in Hackathon Competition of Mammography-Based Breast Cancer Microcalcification Region Segmentation)

​▪(2024) Best Paper Award, “Low complexity computation algorithm for DCT-5”, KICS 2017Best Paper Award, “ResNet-50와 U-Net을 이용한 다중클래스 치과 영상 분할”, 2024 한국스마트미디어학회 추계학술대회

▪(2024) Best Poster Award, “무릎 골다공증 감지를 위한 하이브리드 딥러닝 모델”, 제34회 인공지능신호처리학술대회 2024

▪​(2024) Best Paper Award, “SVSR: Stochastic variability in Diffusion Model for Image Super Resolution”, Korean Institute of Intelligence Systems Spring Conference 2024

▪​(2022) Best Paper Award, “A patch-wise M-Net with attention for skin lesion segmentation”, Korean Institute of Intelligence Systems Autumn Conference 2022

​▪(2021) Baek-Ak Research Award in Chosun University, presented to the faculty member who demonstrates outstanding research excellence within the institution, 2021

​▪(2021) Best Paper Award, “Lightweight double attention-based U-SegNet structure for brain image segmentation”, Korean Institute of Intelligence Systems Autumn Conference 2021

​▪(2021) Best Paper Award, “Brain image segmentation method using attention-based M-SegNet architecture in brain MRI images”, Korean Institute of Intelligence Systems Autumn Conference 2021

▪(2021) Best Paper Award, “A transform kernel derivation for Versatile Video Coding (VVC)”, The 5-th International Conference on Next Generation Computing 2019

• (2001) Ph.D. in Physics, Seoul Nat’l Univ.
• (1997) MS. in Physics, Seoul Nat’l Univ.
• (1994) BS. In Physics, Seoul Nat’l Univ.
• (2014) BA. in Law, Korea Nat’l Open Univ.
• (2018) MA. in Future Strategy, KAIST

• (2016~2021) Innovation Team Leader, IBS(Institute for Basic Science)
• (2008~2016) Patent Examiner, Korean Intellectual Property Office
• (2007~2008) Senior Scientist, Korea Research Institute of Chemical Technology
• (2003~2006) Senior Engineer, Samsung Electronics Co., Ltd., Semiconductor Research Center
• (2001~2003) Postdoc, NIST(National Institute of Standards and Technology), U.S. Department of Commerce
• *Qualification : Patent Attorney(2015), Engineer Information Processing (2013), Technology Start-up Consultant(2021), Completion of USPTO patent examiner training(2010), IEEE Senior Member(2007~), Technology Transfer Agent(2015)
• *Activities: Specialized Committee Member on the Protection of Industrial Technology(Ministry of Trade, Industry and Energy, 2017~2018), Civilian Commissioner on Promotion Council for Government Innovation(Ministry of the Interior and Safety, 2020~)

• IP, Technology Commercialization, Entrepreneurship
• Industrial Innovation, Energy Policy
• AI-Education, Prior-art Search Methodology

• The world’s first implementation of plasma doping technology in the semiconductor industry, and preemtively patenting for next-generation 3D transistors (FinFET and GAA*)
  * GAA(Gate-all-round) is a transistor structure that Samsung has strategically adopted to outperform its competitors at 3nm and beyond.
  
  
  
  
• Achievement of world's highest performance in planar semiconductor transistor with electrostatic channel extension (US7514744)

• "Interface states as an active component for 20 nm gate-length planar MOSFET with electrostatic channel extension (ESCE)”, G.-H. Buh et al., IEEE IEDM (2005).
• "Integration of Sub-melt Laser Annealing on Metal Gate CMOS Devices for Sub 50 nm Node DRAM“, G.-H. Buh et al., IEEE IEDM (2006).
• “On-Chip Electrical Breakdown of Metallic Nanotubes for Mass Fabrication of Carbon-Nanotube-Based Electronic Devices”, G.-H. Buh et al., IEEE Trans. Nanotechnol (2008).
• “Policy Drivers of Korean Technology Market: the Locus of Failures and the Remedy”, G.-H. Buh et al., (Invited) Korea Technology Innovation Society Spring Meeting, pp. 35-54. (2015)
• “Constitutional Amendment for Post-industrial Society”, G.-H. Buh, Journal of Korea Technology Innovation Society, 21(3), 1179-1206 (2018).

• Commendation by Minister of Trade, Industry and Energy, 56th Invention Day (2021)
• Commendation by Semiconductor Association President , 7th Semiconductor Day (2014)
• Commendation by the Commissioner of Korean Intellectual Property Office: Best Examiner(2011), IP Education Competition(2013·2014), Public Relations for Government Administration(2013)
• Graduate Student Research Award, Physics Research Division of Seoul Nat’l Univ. (2001)
• The 5th Samsung Human-Tech Paper Award (1999)

• (2021) Ph.D. in School of Electrical Engineering and Computer Science, GIST
• (2016) B.S. in School of Computer Science and Electrical Engineering, Handong Global University

• (2022~) Assistant Professor, KENTECH
• (2021~2022) Senior Researcher, Korea Institute of Industrial Technology (KITECH)
• (2019~2020) Visiting Scholar, Department of Computer Science, Virginia Tech

• AI (machine learning and reinforcement learning)
• Software-defined networking security
• Industrial data analysis, cyber security analysis

• Multi-agent deep reinforcement learning-based system resource allocation
  
  
  
  
• Moving target defense techniques in software-defined networks
  
  
  
  
• Network traffic analysis for cyber security
  
  
  
  

• Seunghyun Yoon et al., “DESOLATER: Deep Reinforcement Learning-Based Resource Allocation and Moving Target Defense Deployment Framework,” IEEE Access, 2021.
• Seunghyun Yoon et al., Resource-Aware Intrusion Response based on Deep Reinforcement Learning for Software-Defined Internet-of-Battle-Things,” Wiley-IEEE Press Book Chapter “Game Theory and Machine Learning for Cyber Security”, 2021.
• Seunghyun Yoon et al., “Attack Graph-Based Moving Target Defense in Software-Defined Networks,” IEEE Transactions on Network and Service Management, 2020.
• Seunghyun Yoon et al., “Scalable Traffic Sampling Using Centrality Measure on Software-Defined Networks,” IEEE Communications Magazine, 2017.

• (2020) Outstanding Research Assistent Award, GIST
• (2017) Outstanding Research Assistent Award, GIST

(2015) BS., Electrical Engineering, Korea University

(2017) MS., Electrical Engineering, KAIST

(2023) Ph.D., Electrical Engineering, KAIST​ 

(2023-2024) Postdoc Researcher, Michigan State University

(2024-Current) Assistant Professor, Energy AI, KENTECH​ 

Machine learning / Artificial Intelligence: Robust and Trustworthy AI, Foundation Models (NLP, Multi-modal models)

Robust/Trustworthy AI: (1) Noisy labels, (2) mitigating bias

Foundation Models: (1) Multi-modal Models, (2) LLMs

AI Applications​ 

Sumyeong Ahn et al., "CUDA: Curriculum of Data Augmentation for Long-tailed Recognition", International Conference of Learning Recognitions (ICLR), 2023, Spotlight paper

Sumyeong Ahn et al., "Mitigating Dataset Bias by Using Per-sample Gradient", International Conference of Learning Recognitions (ICLR), 2023

Sumyeong Ahn et al., "Denoising After Entropy-Based Debiasing: A Robust Trainign Method for Dataset Bias with Noisy Labels", Annual AAAI Conference on Artificial Intelligence (AAAI), 2023, Oral presentation paper

Sumyeong Ahn et al., "Fine-tuning Pre-trained Models for Robustness Under Noisy Labels", International Joint Conference on Artificial Intelligence (IJCAI), 2024​ 

• Ph.D Environmental Science and Engineering, POSTECH (2012)
• BS. Environmental Engineering, Kwangwoon University (2006)

• 2022~ Associate Professor, KENTECH
• 2016~2021, Assistant/Associate Professor, Sookmyung Women’s University
• 2012~2016, Postdoctoral fellow, Lawrence Berkeley National Lab. (LBNL)
• 2008, 2011 Visiting Researcher, Osaka University

<p>Energy application</p>
• Solar fuel (artificial photosynthesis), Green ammonia & Water splitting
<p>Environmental applications</p>
• Wastewater & Air pollutant removal
<p>Time-resolved spectroscopy</p>
• (From UV-visible to IR)

• Time-resolved operando spectroscopy
  
  
  
  

• Nature Communications, 2021, 12, 1856
• Energy & Environment Science, 2020, 13, 4301-4311
• Energy & Environmental Science, 2020,13, 519-526
• Chemical Society Reviews, 2016, 45, 3221-3243
• Angewandte Chemie International Edition, 2014, 126, 14260-14265
• Journal of the American Chemical Society, 2014, 136, 11034-11042
  
  
  
  

• Commendation from the Minister of Environment (2021)
• Emerging Investigators 2021 of the Journal of Materials Chemistry A
• 2020 EES Lectureship Winner of the Energy & Environmental Science

• (2020) Ph.D. in Philosophy, The Ohio State University
• (2011) M.A. in Philosophy, Sungkyunkwan University
• (2008) B.A. in Philosophy, Sungkyunkwan University

• (Fall 2021) Lecturer, Underwood International College, Yonsei University
• (Fall 2021) Lecturer, Sungkyunkwan University
• (2020-2021) Senior Lecturer, The Ohio State University

• Semantic relationism, de jure coreference, mental files, the semantics and pragmatics of referential terms, and the answering machine paradox

• I work primarily on issues in the philosophy of language and metaphysics. My current work focuses on issues surrounding the linguistic phenomena termed de jure coreference -- In particular, I explore such issues from the perspective of semantic relationism. Also, I have research interests in the semantics and pragmatics of referential terms (e.g. names, definite descriptions, pronouns, indexicals, and demonstratives). Here are some of the issues that I am currently working on.
  
  
• Coordination in confused cases: I outline and defend an account of how coordination works in cases of referential confusion.
• Type-polysemous account of names: I offer a new semantic account of names. The key idea is that an account employing type shifting principles best explains the linguistic data regarding a variety of uses of names.

• Yoon, Chulmin (forthcoming). “Semantic Relationism.” In The Routledge Handbook of Propositions. Edited by Chris Tillman and Adam Murray. New York: Routledge.
• Yoon, Chulmin (2021). “The Transitivity of De Jure Coreference: A Case against Pinillos.” Philosophical Studies 178(7), 2257–2277.

• (2020) American Philosophical Association Graduate Student Travel Stipend
• (2020) The Fink Conference Essay Competition, The Department of Philosophy, The Ohio State University

• (2018) Ph.D. in Chemical Engineering, University of Delaware (Chemical engineering ranked 2nd in the USA in 2023)
• (2012) University of Illinois at Urbana-Champaign, B.S. in Chemical Engineering

• (2022 - present) Assistant Professor, KENTECH
• (2018 - 2022) Postdoctoral Fellow, KAIST

• Artificial Intelligence
• Catalysis and Materials Science
• Multiscale Modeling
• Computational Chemistry

• Machine learning enhanced multiscale modeling for understanding atomistic phenomena of the materials and catalysts
  
  
  
  
• Probabilistic synthesizability prediction for the discovery of new materials for renewable energy
  
  
  
  
• Explainable AI for understanding the decision-making process (e.g. toxicity prediction)
  
  
  
  

• Automated Exploitation of the Big Configuration Space of Large Adsorbates on Transition Metals Reveals Chemistry Feasibility. Nat. Commun., 2022, 13, 2087
• Perovskite Synthesizability using Graph Neural Networks. Npj Comput. Mater., 2022, 8, 71
• Autobifunctional Mechanism of Jagged Pt Nanowires for Hydrogen Evolution Kinetics via End-to-End Simulation. J. Am. Chem. Soc. 2021, 143, 5355-5363
• Predicting Potentially Hazardous Chemical Reactions Using Explainable Neural Network. Chem. Sci. 2021, 12, 11028-11037
• Practical Deep-Learning Representation for Fast Heterogeneous Catalyst Screening. J. Phys. Chem. Lett. 2020, 11, 3185-3191
• Structure-Based Synthesizability Prediction of Crystals Using Partially Supervised learning. J. Am. Chem. Soc. 2020, 142, 18836-18843
• Progress of Theoretical and Machine Learning Methods for Heterogeneous Small Molecule Activation. Adv. Mater. 2020, 32, 1907865

• Sejong Science Fellowship, 2021
• Best Presentation, KAIST Graduate Symposium, 2019
• CITGO award, 2011

• (2017) MBA. Rotterdam School of Management, Erasmus University
• (2012) Ph.D. LNG Liquefaction Process Optimization, Seoul National University
• (2002) MS. Intelligent System Optimization, Pusan National University
• (2000) BS. Thermodynamics and Mech. Engineering, Pukyong National University

• (2020 ~ 2021) Sr. Process Expert, Linde Engineering in Germany
• (2014 ~ 2020) Sr. Expert Process, SBM Offshore in Netherlands
• (2011 ~ 2014) Sr. Process Engineer, SBM Offshore in USA
• (2007 ~ 2011) Process Lead Engineer, Technip in France and SHI in S. Korea
• (2006 ~ 2007) Process Manager, DSME in South Korea
• (2002 ~ 2006) Process Engineer, HHI in South Korea

• Hydrogen Liquefaction, LH2, LNG, Ammonia, Methanol, Value Chain, Blue Hydrogen Production, LOHC, CCUS (Carbon Capture Utilization and Storage)

• Simulation methodology for hydrogen liquefaction process design considering hydrogen characteristics, International Journal of Hydrogen Energy, 47 (61), 25662-25678 Corresponding Author (2022.07)
• Economic analysis of a hydrogen liquefaction process based on techno-economic and energy optimization, Computer Aided Chemical Engineering, Volume 49 Corresponding Author (2022.06)
• “Optimal Liquefaction Process Cycle considering Simplicity and Efficiency for LNG FPSO at FEED stage”, Computers & Chemical Engineering Journal, Volume 63, pp. 1~33, 1st Author (2014.04).
• “Optimal Design of LNG FPSO Liquefaction Cycles considering Optimal Synthesis”, Industrial & Engineering Chemistry Research Journal, 52 (15), pp.5341~5356, 1st Author (2013.03).
• “Determination of the Optimal Operating Condition of the Dual Mixed Refrigerant Cycle for the LNG FPSO Topside Liquefaction Process”, Computers & Chemical Engineering Journal, Volume 49, pp. 25~36, 1st Author (2013.02).

• Managing Director, KENTECH-Fraunhofer Hydrogen Energy FIP (Fraunhofer Innovation Platform) Research Center (2022 ~ Current)
• Popular lecturer (Hydrogen and LNG), EDRC in Seoul National University (2017~Current)
• “2012 ~ 2014 Top Author”,Computers and Chemical Engineering Journal (SCI)

• (2004) Ph.D. in Materials Science and Engineering, KAIST, Korea
• (1998) M.Sc. in Chemical Engineering, Case Western Reserve University, USA
• (1996) B.Sc. in Chemical Engineering, Kyung Hee University, Korea

• (2021~Current) Vice President of Academic Affairs, The Korean Hydrogen & New Energy Society
• (2021~Current) Director, A Translational Research Laboratory for Green Hydrogen Production Technology, Ministry of Science and ICT
• (2020~2021) Chief, Hydrogen Research Department, Korea Institute of Energy Research
• (2019~Current) Director, Alkaline Water Electrolyzer Development, Ministry of Science and ICT
• (2018~Current) Representative, Electrolysis Annex-30, International Energy Agency
• (2019~Current) Chairman, Green Hydrogen Production Division, The Korean Hydrogen & New Energy Society
• (2019~Current) Associate Editor, Frontiers in Chemistry (SCI)
• (2017~2019) Chair, R&D Division, Korea Hydrogen Industry Association
• (2013~2015) Director, Planning & Coordination Division, Korea Institute of Energy Research

• Green Hydrogen Production, Alkaline, PEM, and AEM Electrolysis, Electrochemical Engineering

• Design of highly active and low-cost electrode materials for water electrolysis
  
  
  
  
• Design of an advanced electrolysis cell and its components for direct integration with renewable energy sources
  
  
  
  
• Electrochemical engineering for green hydrogen production

• Integrative Techno-economic and Environmental Assessment for Green H2 Production by Alkaline Water Electrolysis based on Experimental Data”, Journal of Environmental Chemical Engineering, 9, 106349, (2021)
• “Sacrificial Species Approach to Designing Robust Transition Metal Phosphide Cathodes for Alkaline Water Electrolysis in Discontinuous Operation”, Journal of Materials of Chemistry A, 9, 16713 (2021)
• “Directly sputtered nickel electrodes for alkaline water electrolysis” Electrochimica Acta 386, 138458 (2021)
• “Understanding synergistic metal–oxide interactions of in situ exsolved metal nanoparticles on pyrochlore oxide support for enhanced water splitting”, Energy & Environmental Science 14, 2507 (2021)
• “Resolving Potential-Dependent Degradation of Electrodeposited Ni(OH)2 Catalysts in Alkaline Oxygen Evolution Reaction (OER): In Situ XANES Studies”, Applied Catalysis B: Environmental 284 (5), 119729 (2021)
• (youtube) 기초 과학이 세상을 바꾼다 1편 “원소기호 H” (KBS 210704 방송): https://www.youtube.com/watch?v=dUdyUU1ju14
• (youtube) 물에서 수소 생산 국산화 성공..세계 최고 효율 (YTN): https://www.youtube.com/watch?v=m262cWFy_Qw
• (youtube) 재생에너지로 그린수소 생산하는 기술개발(과학기술정보통신부): https://www.youtube.com/watch?v=NHOvWEk2-gA

• 2021 Presidential Citation Ribbon(대통령표창), Korean Government Award
• 2021 Minister’s Citation(과기부장관표창), Ministry of Science and ICT
• 2020 Best KIER Energy Award, Korea Institute of Energy Research
• 2008 Distinguished R&D Project Awards, Ministry of Education, Science and Technology

• (2001) Ph.D. History & Philosophy of Science (& Science Culture), Seoul National University
• (1990) MS. History & Philosophy of Science and Mathematics, King’s College, University of London
• (1987) BS. Physics Education, Seoul National University

• (2016~2018) Adjunct Professor, GIST
• (2013~2021) Director, Division for Science Exhibition, Education & Culture, Gwangju National Science Museum
• (2010~2013) Inviting Professor, Dept of Science Studies, Jeonbuk National Universiry
• (2008~2013) Director, Division for Science Culture, Korea Foundation for the Advancement of Science & Creativity
• (2006~2007) Special Researcher, Presidential Advisory Council on Science & Technology
• (2002~2006) Director, Office of PR & International Relations, Korea Science Foundation
• (2001~2002), Post Doc. Science Culture Research Center, POSTECH
• (1997~ 1998) Visiting Scholar, Science Museum of London & Imperial College of London

• History of Science & technology, Science culture & communication, Public understanding of science & technology

• (2001) Doctoral Thesis: The Special Loan Collection of Scientific Apparatus, 1876: The Beginning of the Science Museum of London and the Popularization of Physical Science
• (2006) Hosting the PCST-9 International Conference, 1st in Asia, Seoul, Korea
• (2011) SCI Paper: How to Compare the Social Foundations of Science Culture: A trial with Five Cities in Korea, Public Understanding of Science
• (2017) Directing “2030 Future City” special exhibition, 1st co-exhibition by 3 National Science Museums in Korea
• (2017) Presenting 3 series TV documentary programme “World Great Cities meet Science”, 1st UHD, Gwangju MBC

• (2018) Feels-On Science, SEJONG Best Book Award
• (2015) Science Museums of the World, MOST Science Book Award
• (2013) When S. Jobs Reads W. Wordsworth, MCST Science Book Award
• (2012) Science and Technology Culture: History and Practice of Communication, MCST Best Academic Book Award
• (2002) The Dating Game, MOST Science Book Award
• (2012) “An Experience of Science Communication the Space Sharing Project with Mass Media”. In B. Schiele, M. Clarence, & S. Shi (Eds.), Science Communication in the World, Springer

• (2015~ present) Public Communication of Science & Technology (PCST) Network, Scientific Committee Member, Representing Asia & Australia
• (2009) 1st Science Public Relations Prize, Korea Science Journalists Association (KSJA)
• (2008) A Special Award, Vice Prime Minister of Science & Technology

• (1985) Ph.D. in Physical Chemistry, Cornell University
• (1979) MS. in Chemistry, Seoul National University
• (1976): BS. in Chemistry, Seoul National University

• (1995 ~ 2021) School of Materials Science and Engineering, GIST, Professor, Dean of student and academic Affairs, Distinguished Professor, Chaired Professor.
• (1987 ~1995) Electronics and telecommunications research institute, Principal researcher
• (1985 ~1987) Post doctoral fellow, IBM T. J.Watson Research Center

• Optoelectronics devices, GaN light-emitting diodes, FET, Sensors, Flexible devices

• Surface plasmons at metal surface and nanostructures can be used to enhance the spontaneous emission rate of LEDs.
  
  
  
  
• 1 dimensional (1D) semiconductor nanostructures which include highly ordered nanowire arrays, nanorods, and nanobelts are promising candidates for nano-electronic and photonic devices. 1D semiconductor nanostructures are found to be highly suitable for nanoscale applications such as room temperature laser, field effect transistor, nanoresonator, etc.

• “High-performance photoresponsivity and electrical transport of laterally grown ZnO/ZnS core/shell nanowires by the piezotronic and piezo-phototronic effect” Nano Energy, 30, 208 (2016)
• “Realization of p-type ZnO thin films via phosphorus doping and thermal activation of the dopant” Appl. Phys. Lett. 83, 63 (2003)
• “Quantum confinement and blue light emission in amorphous silicon quantum dots embedded in silicon nitrides” Phys. Rev. Lett. 86, 1355 (2001)

• (2005) Science and technology medal(Korean government)
• (2012) Order of science and technology merit(Korean government)
• (2003~) Korean Academy of science and technology, Member

• (1993) Ph.D. in Electrical Engineering, The Ohio State University
• (1989) MS. in Electrical Engineering, The Ohio State University
• (1985) BS. in Electrical Engineering, Seoul National University

• (2022~) Distinguished Professor, KENTECH
• (1997~2021) Professor, Seoul National University
• (1993~1997) Assistant Professor, Chonbuk National University
• (2018~) Director, SNU Electric Power Research Institute
• (2015~2016) President, Korea Electrical Engineering & Science Research Institute
• (2010~) Director, Korea Smart Grid Institute
• (2009~) Member, Korea Electricity Safety Corporation, Advisory Committee
• (2009~2015) Member, Green Growth Committee of Korea
• (2014-2016) Chairman, Electric Power Policy Committee of Korea
• (2010~2014) Member, Electric Power Policy Committee of Korea
• (2019~2021) Fellow, National Academy Engineering of Korea
• (2015~) President, Electrical Industry Unification Research Council
• (2018~) Director, LS ELECTRIC

• Next Generation Power Grid Design
• Power System Operation and Control

• Energy Management System Solution for the Energy Consumer
• Green Hub Station
  
• DC System for Next-Generation Power Grid Design
• Super Grid
  

• A. Yun et al. “Optimal Retail Pricing for Demand Response of HVAC System in Commercial Buildings Considering Distribution Network Voltages,” IEEE Trans. Smart Grid, 2019.
• J. Lee et al. “Novel Supervisory Control Method for Islanded Droop-Based AC/DC Microgrids,” IEEE Trans. Power Systems, 2019.
• P. Hwang et al. “Three-phase Steady-state Models for a Distributed Generator Interfaced via a Current-controlled Voltage-source Converter,” IEEE Trans. Smart Grid, 2017.

• Total 75 international journal papers, and 125 projects worth about 120 billion KRW
• A plaque of appreciation for the 30th anniversary of Korea Electrical Manufacturers Association
• Outside director of LS Electric co.

(2000) M.A. in Education, Princeton

(1996) B.A. in Developmental Psychology, University of Washington

(2021-2024) Vice Principal, Preparatory School of Suji, Suji, South Korea

(2022~) Certified Cooperative Learning Trainer, Kagan Professional Development, USA

(2018-2020) Assistant Professor, Woosong University, Daejeon, South Korea

(2016-2017) Lecturer, Catholic University of Pusan, Busan, South Korea

(2015-2017) Assistant Professor, Kosin University, Busan, South Korea

(2007-2010) Teacher/Coach, Mount Pisgah School, Atlanta, Georgia, USA

(2017) Highest Rated Lecturer - Catholic University of Pusan

• (2019) Ph.D. in Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST)
• (2014) BS. in Electrical Engineering, Korea University of Technology and Education (KOREATECH)

• (2025-present) Assistant Professor, Korea Institute of Energy Technology (KENTECH)
• (2022-2025) Assistant Professor, Kumoh National Institute of Technology (KIT)
• (2019-2022) Senior Researcher, Korea Institute of Energy Research (KIER)

• Grid connected inverters and DC/DC converters for renewable energies
• Fault detection and extinguishing technologies for power electronics
• Reliability and safety improvement for battery related systems
• Control algorithms for power conversion efficiency optimization
• Power electronics for industrial applications

• Power Conversion with AI
• Isolated Bidirectional DC-DC Converter
• Grid Connected Inverter
• Signal Processing for Fault diagnosis
• Condition and Life-time Estimation for Battery Related Systems

• B. Kim, M. Kim, W. Kim and H. -P. Park, "DC Series Arc Fault Detection Capability With Frequency Spectrum Analysis Using LCL-Type Boost Converter for PV Applications," in IEEE Transactions on Energy Conversion, Early Access
• H. -P. Park, S. -J. Chang, J. -Y. Park, M. Kim, W. Kim and S. Chae, "DC Series Arc Fault Detection Method With Resonant Filter Design for PV Systems," in IEEE Transactions on Power Electronics, vol. 39, no. 11, pp. 14240-14250, Nov. 2024
• S. Hwang, B. Kim, M. Kim and H. -P. Park, "AC Series Arc Fault Detection for Wind Power Systems Based on Phase Lock Loop With Time and Frequency Domain Analyses," in IEEE Transactions on Power Electronics, vol. 39, no. 10, pp. 12446-12455, Oct. 2024
• H. -P. Park, H. -J. Choi, M. Kim and S. Chae, "Multisinusoidal Perturbation Strategy for BPSK Power Line Communication and Online Battery Impedance Measurement," in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 12, no. 4, pp. 3360-3371, Aug. 2024

• Academic Award (KAIS), 2024

• (2013) Ph.D. in Chemical and Biological Engineering, Seoul National University
• (2010) MS. in Interdisciplinary of Nanoscience and Technology, Seoul National University
• (2007) BS. in Chemical and Biological Engineering, Seoul National University

• (2019~2021) Project Scientist, Joint Center for Artificial Photosynthesis, Lawrence Berkeley National Laboratory
• (2017~2019) Postdoc, Kavli Energy Nanoscience, UC Berkeley
• (2014~2017) Postdoc, UC Berkeley Chemistry

• Energy nanoscience, Materials synthesis, Heterogeneous catalysis, Electrochemical system, Artificial photosynthesis, Artificial living systems

• Directed 3D Self-assembly
• Nanoscale Mechanics Analysis Using In-Situ Electron
• Microscopy and Scanning Probe Techniques
• Integration of Lithography and Solution-phase Growth for Large-scale Nanofabrication

• Conversion of Natural and Greenhouse Gases into Value-added Chemicals
• Control of the Microenvironment in CO2 Reduction Reactions
• Multiscale and In-situ Analysis
• Application of Complexity Theory to Create Artificial Metabolic or Photosynthetic System

• Buckley, A. K., Chang T., Oh, M. H., et al. “Approaching 100% Selectivity at Low Potential on Ag for Electrochemical CO2 Reduction to CO Using a Surface Additive” ACS Catal. 2021, 11, 9034.
• Oh, M. H., et al. “Design and Synthesis of Multigrain Nanocrystals via Geometric Misfit Strain” Nature 2020, 577, 359. (Cover article)
• Sheng, H., Oh, M. H., et al. “Carbon Dioxide Dimer Radical Anion as Surface Intermediate of Photo-induced CO2 Reduction at Aqueous Cu and CdSe Nanoparticle Catalysts by Rapid-Scan FT-IR” J. Am. Chem. Soc. 2018, 140, 4363.
• Oh, M. H., et al. “Galvanic Replacement Reactions in Metal Oxide Nanocrystals” Science 2013, 340, 964. (Highlighted by Science: Maria Ibanez and Andreu Cabot “All Changes for Nanocrystals” Science 2013, 340, 935.)
• Oh, M. H., et al. “Large-Scale Synthesis of Bioinert Tantalum Oxide Nanoparticles for X-ray Computed Tomography Imaging and Bimodal Image-Guided Sentinel Lymph Node Mapping”, J. Am. Chem. Soc. 2011, 133, 5508. (Press released by ACS news: A better imaging agent for heart disease and breast cancer)

• (2014) Ph.D. in Psychology, Washington State University
• (2008) M.A. in Psychology, Sungkyunkwan University
• (2006) B.A. in Psychology, Sungkyunkwan University

• Group dynamics, Group norm, Ingroup correction, Team learning, Intergroup attitudes, Culture

• (2023) BK21 Research Professor, Sungkyunkwan University
• (2016-2022) Visiting Professor, Sungkyunkwan University
• (2018-2022) Lecturer, Chung-Ang University
• (2019-2021) Public Relations Committee Chairperson, Korean Social and Personality Psychological Association

• Effectiveness of a team-based entrepreneurship education program on students’ growth
• Combined effects of cultural value and self-concept on people’s ingroup correction intention
• Psychological and social factors that influence Korean people’s attitudes toward the unification of Korea
• Psychological mechanism underlying forgiveness following a public figure’s apology
• Group norm change as an effect of type of norm development and group task performance
• Motivating effect of ostracism on the performance of ostracizers

• Choi, H.-S., Lee, H., Kwon, Y.-M., & Park, J. (2021). Development and validation of attitude toward unification of Korea (ATU-K) scale. Korean Journal of Culture and Social Issues, 27(3), 259-284.
• Kwon, Y.-M., & Park, J. (2019). Peace through Cooperation or Peace through Strength? How to Achieve Peace in the Very Intractable Conflict Society. Historical Social Research, 44(4), 269-292.

• (2020) Instructor Excellence Awards for Online Courses, Sungkyunkwan University

Ph.D.(2015), KAIST

B.S.(2009), Sungkyunkwan University

2021-2024, Associate Professor, University of Ulsan

2016-2021, Assistant Professor, University of Ulsan

2015-2016, Postdoctoral Researcher, KAIST​ 

Nanostructured catalysts

Electro(photo)chemical hydrogen production

Polymer electrolyte membrane fuel cell

Electrocatalysis for energy products​

Surface engineering of nanostructured catalysts via atomic structure and composition control

In-situ Analysis​ 

ACS Catal. 2024, 14, 3756-3765.

ACS Nano 2023, 17, 18641–18651.

Nano Lett. 2022, 22, 9115–9121.

Angew. Chem. Int. Ed. 2022, 61, e202202923.

Nano Lett. 2020. 20, 6263–6271.​ 

• (1993) Ph.D. in Mineral & Petroleum Engineering, Seoul National University
• (1988) MS in Mineral & Petroleum Engineering, Seoul National University
• (1986) BS in Mineral & Petroleum Engineering, Seoul National University

• (2020~2021) Industry-Academia Prof.Seoul National University
• (2018~2020) Group Director, R&D Center, Samsung SDI
• (1993~2018) Energy Lab Director, SAIT, Samsung Electronics

• advanced Li-ion battery, all solid-state battery, Li-sulfur, rechargeable alkaline battery, energy storage and conversion device, energy-related electronic materials

• Provided all solid-state battery with world best energy density through innovating current materials and “anodeless” cell structure
  
  
  
  
• Challenge to the practical limit of current LIB through introducing High Ni NCM cathode and Si nanocomposite anode material
• Developed prediction model & algorithm for battery capacity and cycle life and Installed on a real vehicle and validated for various driving patterns

• " A safe and sustainable bacterial cellulose nanofiber separator for lithium rechargeable batteries", Hyeokjo Gwon, Seok-Gwang Doo et al., PNAS, 116, 39, 2019
• “Graphene balls for lithium rechargeable batteries with fast charging and high volumetric energy densities”, In Hyuk Son, Seok-Gwang Doo et al., Nature Communications, 8, 1, 2017
• “Silicon carbide-free graphene growth on silicon for lithium-ion battery with high volumetric energy density”, In Hyuk Son, Seok-Gwang Doo at al., Nature Communications, 6, 7393, 2015

• Samsung Technology Award from Samsung Electronics as a Mega Project Leader, 2018
• Samsung Technology Award from Samsung Electronics as a Project Leader, 2009

(2019) Ph.D. in Electrical and Computer Engineering, Seoul National University

(2013) B.S. in Electrical and Computer Engineering, Seoul National University​ 

(2024 ~) Assistant professor, KENTECH 

(2024 ~ 2024) Assistant professor, KERI school, University of Science and Technology (UST)

(2020 ~ 2024) Senior researcher, Korea Electrotechnology Research Institute (KERI)

(2019 ~ 2020) Postdoctoral researcher, Seoul National University​ 

​DC Power Systems

Hybrid AC/DC Microgrids

Inverter-Dominated Power System

Power System Stability​

Development of a steady-state and dynamic analysis model for hybrid AC/DC power grids

Analysis and optimal operation techniques for bipolar DC power grids with distributed resources

Robust operation methodologies considering load and renewable energy uncertainties

Determination of optimal operating regions for grid-forming inverters to maintain power grid stability​

J.-O. Lee, Y.-S. Kim, and J.-H. Jeon, “Robust Optimization Method for Voltage Balancer Planning in Bipolar DC Distribution Systems” IEEE Transactions on Power Systems, Sep. 2024.

J.-O. Lee, Y.-S. Kim, and J.-H. Jeon, “Optimal Power Flow for Bipolar DC Microgrids” International Journal of Electrical Power & Energy System, Nov. 2022.

J.-O. Lee, Y.-S. Kim, and J.-H. Jeon, “Generic Power Flow Algorithm for Bipolar DC Microgrids based on Newton-Raphson Method” International Journal of Electrical Power & Energy System, Nov. 2022.

J.-O. Lee and Y.-S. Kim, “Novel Battery Degradation Cost Formulation for Optimal Scheduling of Battery Energy Storage Systems” International Journal of Electrical Power & Energy System, May. 2022.

J.-O. Lee, Y.-S. Kim, and S.-I. Moon, “Current Injection Power Flow Analysis and Optimal Generation Dispatch for Bipolar DC Microgrids” IEEE Transaction on Smart Grid, May. 2021.

J.-O. Lee, Y.-S. Kim, and S.-I. Moon, “Novel Supervisory Control Method for Islanded Droop-Based AC/DC Microgrids” IEEE Transactions on Power Systems, May 2019.

J.-O. Lee, Y.-S. Kim, E.-S. Kim, and S.-I. Moon, “Generation Adjustment Method Based on Bus-Dependent Participation Factor” IEEE Transactions on Power Systems, Mar. 2018.​ 

Top Prize, Personal Research (KERI) 2022, 2023

Top Prize, Research Project Team (KERI) 2022, 2023

Presidential Science Scholarship (KOSAF), 2009-2012​ 

• M.Sc., in Nutrition, State University of New York at Buffalo (2012)
• B.Sc., in Health Science, University of Northern Vermont (2008)

• Scientific writing & analysis
• Public speaking
• Biomedical Research
• Practical English
• Intercultural communication
• Career development
• Curriculum design

• Assistant Professor, Inje University (2018~2022)
• English/Science Instructor, Gimhae Public Schools (2012~2018)
• Assistant Research Scientist, State University of New York at Buffalo (2008~2012)
• Assistant Clinical Research Scientist, Vermont Genetics Network (2007~2008)

• Translational medicine research tools aimed at treating aging and environmental based disease with natural compounds.

• Kamenos G, Khan ZA, Sumsuzzman DM, Hong Y. The gut metabolite Urolithin A in Aging, Inflammation, and Disease. (2022) (under review)
• Khan ZA*, Sumsuzzman DM, Choi J, Kamenos G, Hong Y. Neuroprotective effect of Poly IC after cerebral ischemia: A systematic review and meta-analysis. CNS neuroscience and therapeautics (2022) DOI/10.1111/cns.13851
• Sumsuzzman DM*, Choi J*, Khan ZA, Kamenos G, Hong Y. Melatonin Maintains Anabolic-Catabolic Equilibrium and Regulates Circadian Rhythm During Osteoarthritis Development in Animal Models: A Systematic Review and Meta-analysis. Front Pharmacol. 2021 Sep 17;12:714974. DOI: 10.3389/fphar.2021.714974.
• Zhou G*, Kamenos G, Pendem S, Wilson JX, Wu F. Ascorbate protects against vascular leakage in cecal ligation and puncture-induced septic peritonitis. Am J Physiol Regul Integr Comp Physiol. 2012 Feb 15;302(4):R409-16. DOI: 10.1152/ajpregu.00153.2011. Epub 2011 Nov 23.

• Outstanding Young Investigator Award, Korean Society of Lifestyle Medicine, 2021
• Faculty Achievement award for excellence in course design and instruction, Inje University, 2021
• Excellence in teaching award, Inje University, 2018

• M.A. in Linguistics (2015, California State University: Fullerton)
• M.A. Certificate in TESOL (2015, California State University: Fullerton)
• B.A. in Linguistics and a minor in Computer Science (2012, California State University, Fullerton)

• 2018 – 2022 Assistant Professor & Special Projects Coordinator, Woosong University, Daejeon, South Korea
• 2015 – 2017 Instructor, Fort Hays University, Zhengzhou, China & Hays, Kansas, USA
• 2012-2015 Lecturer, California State University, Fullerton, USA

• 1975 Diploma in Mathematics, University of Rostock
• 1975 – 1983 Scientist, Central Institute for solar-terrestrial Physics, Academy of Sciences, Berlin (East Germany)
• 1983 Dr.rer.nat. (PhD) at the Academy of Sciences, Berlin, Germany
• 1984 – 1990 Scientist, Central Institute for Astrophysics, Academy of Sciences, Potsdam (East Germany)
• 1990 – 1991 Project leader at the Institute for Astrophysics, Potsdam (Germany)
• 1991 Habilitation: Theoretical Physics, University Rostock, Germany
• 1992 – 1996 Director of the working group „Nonlinear Dynamics“ of the Max-Planck-Gesellschaft
• 1994 – 2008 Founding Director of the Interdisciplinary Centre “Dynamics of Complex Systems” at the University Potsdam
• 1994 – 2008 Full Professor (C4) for Theoretical Physics/Nonlinear Dynamics at the University Potsdam
• 2009 - 2017 6th Century Chair for Complex Systems Biology (part time), King´s College, University of Aberdeen (UK)
• 2008 – 2021 Head of Research Department 4: Complexity Science, Potsdam Institute for Climate Impact Research
• 2008 – 2021 Full Professor for Nonlinear Dynamics, Department of Physics, Humboldt University Berlin (HU)
• Since 2021 Senior Advisor at Research Department 4: Complexity Science, Potsdam Institute for Climate Impact Research
• Since 2021 Professor and Senior Advisor, Department of Physics, Humboldt University Berlin (HU)

• 1998 – 2010 Vice-Speaker Sonderforschungsbereich 555 „Komplexe Nichtlineare Prozesse“ (DFG)
• 1999 – 2009 President of the Leibniz-Kolleg Potsdam
• 2000 – 2001 Vice-President for Research and International Relations, at the University Potsdam
• 2000 – 2005 President of the European Geophysical Union for the Division Nonlinear Processes in Geophysics
• 2000 – 2008 Coordinator of the Profilbereich “Komplexe Systeme” at the University Potsdam
• 2001 – 2007 Co-Coordinator of Schwerpunktprogramm 1114 “Time Series Analysis and Image Processing” (DFG)
• Since 2001 Organizational Board “Experimental Chaos Conference”
• 2003 – 2006 Speaker of the Research Group “Conflicting Rules in Cognitive Science” (DFG)
• 2004 – 2009 Member of the steering committee of the Network of Excellence BIOSIM (EU)
• 2007 – 2011 Member of the steering committee of GoFORSYS, Centre for Systems Biology, University Potsdam
• 2010 - 2014 Member of the Advisory Board of Funding Program for World-Leading Innovative R&D on Science and Technology – FIRST (Japan)
• 2010 - 2016 PI at Bernstein Center for Computational Neuroscience Berlin
• 2011 – 2020 Speaker of the International Research and Training Group (IRTG 1740): Dynamical and Transport Phenomena on Complex Networks (Germany & Brazil, DFG&FAPESP)
• Since 2013 Member of the Scientific Advisory Board of the Max Planck Institute for Physics of Complex Systems, Dresden
• Since 2016 Elected Member of the Review Board, German Science Foundation
• 2016 - 2017 Chairman Physikalische Gesellschaft zu Berlin(PGzB)
• 2017 - 2020 Co-Chairman Physikalische Gesellschaft zu Berlin(PGzB)
• Since 2016 Chapman Professor, University of Alaska Fairbanks
• Since 2016 Honorary Professor, Northwestern Polytechnical University, Xi’an (China)
• Since 2018 Member of the Scientific Advisory Board of the MPI for Molecular Physiology, Dortmund (Germany)
• Since 2018 Member of the International Advisory Board of the Centre for Complex System Science, Huaqiao University, Xiamen (China)
• Since 2019 Foreign Director of the Wuhan Int. Joint Laboratory on Optoelectronics (China)
• Since 2019 PI of the Megagrant Lympha-Sleep, Saratov State University (Russia)

• 2000 Fellow of the American Physical Society
• 2005 Alexander von Humboldt Research Award from CSIR (India)
• 2008 Honory Doctorate from Lobatschevsky University, Nizhny Novgorod, Russia
• 2010 Member of the Academia Europaea
• 2011 Honorary Professor, University Potsdam
• 2012 Guest Professor, Southeast University, Nanjing
• 2012 Honorary Doctorate from State University, Saratov
• 2013 Lewis Fry Richardson Medal of the European Geosciences Union
• 2015 Burgers Visiting Professor and Burgers Lecture, University of Maryland
• 2017 - Highly Cited Researcher (WoS) in Engineering
• 2017 Honorary Professor, King´s College, University of Aberdeen
• 2018 Honorary Professor, Tianjin University (China)
• 2018 Honorary Professor, Huaqiao University, Xiamen (China)
• 2019 Guest Professor, Chinese Academy of Science, Institute of Atmospheric Science
• 2021 Fellow of the Royal Society Edinburgh

• Since 2012 Honory board member of Int. J. Bif.&Chaos
• Since 2003 Springer Series of Complexity
• Since 2005 Nonlinear Processes in Geophysics, Executive Editor
• 2008-2013 Philosophical Transaction of the Royal Society A: Math., Phys. & Engin. Sciences
• Since 2009 European Physical Journal, Special Topics
• Since 2011 PLoS ONE
• Since 2012 European Physical Journal, Nonlinear Biomedical Physics
• Since 2015 Europhysics Letters
• Since 2016 CHAOS, Editor-in-Chief
• Since 2017 AIMS Geosciences
• Since 2017 Advanced Theory and Simulations
• Since 2018 Frontiers in Physics: Social Physics - Associate Editor
• Since 2020 Nonlinear Dynamics - Topical Associate Editor
• Since 2020 Journal of Physics: Complexity - Member Senior Advisory Panel
• Since 2020 Journal Electronics - Editorial Board

• > 650 papers in ISI journals
• > 52.000 citations (Web of Science) – (> 70.000 google scholar)
• h-index = 105d (Web of Science) – (120 in google scholar)

• Ph.D. Physics & Astronomy Rice University (2007)
• MS Physics (Theoretical Condensed Matter) Yonsei University (2000)
• BS Physics Yonsei University (1998)

• Electron Transport Theory, Low-Dimensional Novel Materials, Strongly Correlated Materials (Magnetic Materials), Photoconductive Semiconductor Switches (PCSS)

• Electron Transport in Magnetic Nanostructures
  
  
  
  
• Electron Transport in Graphitic Multilayer
  
  
  
  
• Quantum Capacitance Effect in Graphene
  
  
  
  

• Electron Transport in Magnetic Nanostructures
  S. Lee, A. Fursina, J. T. Mayo, C. T. Yavuz, V. L. Colvin, R. G. S. Sofin, I. V. Shvets, D. Natelson, “Electrically-driven phase transition in magnetite nanostructures” Nature Materials doi:10.1038/nmat2084 (2008)
• Electron Transport in Graphitic Multilayer
  S. Lee, N. Wijesinghe, C. Diaz-Pinto, and H. Peng, “Hot electron effect in suspended multilayer graphene” Phys. Rev. B 82, 045411 (2010)
• Quantum Capacitance Effect in Graphene
  W. Ju and S. Lee, “Al back-gated graphene field-effect transistors for capacitive sensing applications” – APL accepted

• GIST President Award for the Best Lecturer

• (2015) Ph.D. in Science (Physics), University of Sydney
• (2009): BS. Science (1st Class Honors), University of Sydney

• CSIRO OCE Postdoctoral Fellow, Material Science division (2014~2017)
• CSIRO Manufacturing Division, Research Scientist (2017~2019)
• UTS Chancellor’s Fellow, School of Civil & Environmental Engineering, University of Technology Sydney (2020~2022)

• Plasma Nanoscience; Biomass Conversion; Advanced Material for energy storage & conversion devices; Advanced Material for water & air purification; 2D materials

• Plasma & thermal processing based nanomaterials synthesis from renewable bio-precursors & Controlling the properties of various nanomaterials at nanoscale
  
  
  
  
• Discover optimum material & material properties for Li batteries, catalysts for hydrogen & ammonia production and electrode materials for solar cell
  
  
  
  
• Explore advanced membrane material and processes for energy efficient clean water production for energy & environmental applications
  
  
  
  

• “Anti-fouling graphene-based membranes for effective water desalination“ D. H. Seo*, S. Pineda*, Y. Woo*, M. Xie*, A. Murdock, E. A. Mei, Y. Jiao, M. J. Park, S. I. Lim, M. Lawn, F. F. Borghi, Z. J. Han, S. Gray, G. Millar, A. Du, H. K Shon, T. Y. Ng, K. Ostrikov, Nature Communications, (2018), 9, 683. [Top 50: Chemistry and Materials Science paper in Nature Communications]
• “Ambient-Air Synthesis of Graphene from Renewable Precursors and its Application as an Electrochemical Genosensor“ D. H. Seo*, S. Pineda*, J. Fang, Y. Gozukara, S. Yick, A. Bendavid, S. K. H. Lam, A. T. Murdock, A. B. Murphy, Z. J. Han, and K. Ostrikov “Single-Step, Nature Communications, (2017), 8, 14217.
• “Structure-Controlled, Vertical Graphene-Based, Binder-Free Electrodes from Plasma-Reformed Butter Enhance Supercapacitor Performance“ D. H. Seo, Z. J. Han, S. Kumar, and K. Ostrikov, Advanced Energy Materials, (2013), 3, 1316. (Cover Image)

• UTS Chancellor’s Fellowship awarded to ~10 people per year CSIRO Merit Promotion 2017: recognises talent through promotion to permanent position.
• The Australian Innovation Challenge Awards 2015: Finalist CSIRO ON Accelerate1 Cohort Awards 2015: Finalist Australian Institute of Physics, New South Wales, Best Postgraduate Award in 2014