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K

Kwang S. Kim

ulsan national institute of science and technology

122H-index
1.1KPaper Count
9.0WCitation Count
Published Papers 445
Publication Date
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Machine Learning Interatomic Potentials for Energy Materials: Architectures, Training Strategies, and Applications
errAdvanced Energy Materials
IF26
err2026-05-12
err0
errOAAI
errIn Kee Park; Saeed Pourasad; Jinhong Mun; Arunkumar Chitteth Rajan; Tae Hyeon Park; Anand Rohit; Mohammad Zafari; Tan-Lien Pham; Eunjae Jung; Bonseung Koo; Miran Ha; Gi Beom Sim; Hyun Gyu Park; Won Woong Choi; Kwanghyeon Jo; Soohaeng Yoo Willow; David ChangMo Yang; Chang Woo Myung; Geunsik Lee; Kwang S. Kim
errShare
errSave
Machine Learning for Accelerating Energy Materials Discovery: Bridging Quantum Accuracy with Computational Efficiency
errAdvanced Energy Materials
IF26
err2025-10-25
err0
errOAAI
errKwang S. Kim
errShare
errSave
Role of aluminum doping in enhancing high-temperature stability of lithium-rich cathodes
errChemical Engineering Journal
IF13.2
err2025-10-13
err0
PREAI
errMin-Ho Kim; Aditya Narayan Singh; Miran Ha; Wang Geun Lee; Saeed Pourasad; Abhishek Meena; Haeseong Jang; Jeongwoo Seo; Jaehyun Park; Seok Ju Kang; Kyung-Wan Nam; Tae Joo Shin; Hyun-Wook Lee; Kwang S. Kim
errShare
errSave
A Quantum Compass for Materials Discovery: Navigating the Combinatorial Explosion
errACS Central Science
IF10.4
err2025-09-20
err0
errOAAI
errKwang S. Kim
errShare
errSave
Boron and Nitrogen Bridged Mn Single-Atom Catalyst for Highly Efficient Nitrogen Electroreduction to Ammonia
errSMALL
IF12.1
err2025-09-01
err0
PREAI
errChoi, Hansaem; Sultan, Siraj; Zafari, Mohammed; Yoon, Aram; Lee, Hojeong; Ha, Miran; Jeong, Beomgyun; Ju, Hyungkuk; Yoon, Hyung Chul; Kim, Kwang S.; Lee, Zonghoon; Lee, Geunsik; Kwon, Youngkook
errShare
errSave
A sparse Bayesian Committee Machine potential for oxygen-containing organic compounds
errChemical Physics Reviews
IF6.2
err2025-04-16
err0
errOAAI
errSoohaeng Yoo Willow; Seungwon Kim; D. ChangMo Yang; Miran Ha; Amir Hajibabaei; Jung Woon Yang; Kwang S. Kim; Chang Woo Myung
errShare
errSave
Sparse Gaussian process based machine learning first principles potentials for materials simulations: Application to batteries, solar cells, catalysts, and macromolecular systems
errCHEMICAL PHYSICS REVIEWS
IF6.2
err2024-11-27
err1
errOAAI
errWillow, Soohaeng Yoo; Hajibabaei, Amir; Ha, Miran; Yang, David ChangMo; Myung, Chang Woo; Min, Seung Kyu; Lee, Geunsik; Kim, Kwang S.
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errSave
Progress in Single/Multi Atoms and 2D-Nanomaterials for Electro/Photocatalytic Nitrogen Reduction: Experimental, Computational and Machine Leaning Developments
errADVANCED ENERGY MATERIALS
IF26
err2024-02-11
err20
PREAI
errSingh, Aditya Narayan; Anand, Rohit; Zafari, Mohammad; Ha, Miran; Kim, Kwang S.
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errSave
Using wavelet transform and hybrid CNN - LSTM models on VOC & ultrasound IoT sensor data for non-visual maize disease detection
errHELIYON
IF3.6
err2024-02-01
err5
errOAAI
errMaginga, Theofrida Julius; Masabo, Emmanuel; Bakunzibake, Pierre; Kim, Kwang Soo; Nsenga, Jimmy
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errSave
Single-atom catalysts supported on a hybrid structure of boron nitride/graphene for efficient nitrogen fixation via synergistic interfacial interactions
errNANOSCALE
IF5.1
err2024-01-01
err5
PREAI
errZafari, Mohammad; Anand, Rohit; Nissimagoudar, Arun S.; Ha, Miran; Lee, Geunsik; Kim, Kwang S.
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errSave
Computation-aided design of oxygen-ligand-steered single-atom catalysts: Sewing unzipped carbon nanotubes
errCHEM
IF19.6
err2023-11-01
err10
errOAAI
errKim, Dong Yeon; Jeong, Da Sol; Thangavel, Pandiarajan; Ha, Miran; Hwang, Hyuntae; Park, Yoo-Jong; Shin, Tae Joo; Seo, Dong-Hwa; Suk, Hyeon; Kim, Kwang S.
errShare
errSave
Dual Interface Passivation in Mixed-Halide Perovskite Solar Cells by Bilateral Amine
errACS APPLIED ENERGY MATERIALS
IF5.5
err2023-04-17
err2
PREAI
errKajal, Sandeep; Jang, Hyungsu; Anand, Rohit; Shin, Yun Seop; Son, Jung Geon; Jung, Jae Woong; Kim, Jin Young; Kim, Kwang S.
errShare
errSave
High-Performing Atomic Electrocatalyst for Chlorine Evolution Reaction
errSMALL
IF12.1
err2023-02-15
err24
PREAI
errHa, Miran; Thangavel, Pandiarajan; Dang, Ngoc Kim; Kim, Dong Yeon; Sultan, Siraj; Lee, Jae Sung; Kim, Kwang S.
errShare
errSave
Peroxiredoxin 5 regulates osteogenic differentiation through interaction with hnRNPK during bone regeneration
errELIFE
IF0
err2023-02-03
err6
errOAAI
errCho, Eunjin; Che, Xiangguo; Ang, Mary Jasmin; Cheon, Seongmin; Lee, Jinkyung; Kim, Kwang Soo; Lee, Chang Hoon; Lee, Sang-Yeop; Yang, Hee-Young; Moon, Changjong; Park, Chungoo; Choi, Je-Yong; Lee, Tae-Hoon
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errSave
Engineering Pt Coordination Environment with Atomically Dispersed Transition Metal Sites Toward Superior Hydrogen Evolution
errADVANCED ENERGY MATERIALS
IF26
err2023-01-31
err68
PREAI
errJin, Haiyan; Ha, Miran; Kim, Min Gyu; Lee, Jong Hoon; Kim, Kwang S.
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errSave
Coordination modulated passivation for stable organic-inorganic perovskite solar cells
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2023-01-01
err16
PREAI
errKajal, Sandeep; Jeong, Jaeki; Seo, Jongdeuk; Anand, Rohit; Kim, YeonJu; Bhaskararao, Bangaru; Park, Chan Beom; Yeop, Jiwoo; Hagdfeldt, Anders; Kim, Jin Young; Kim, Kwang S.
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errSave
A Novel Metal-Containing Mesoporous Silica Composite for the Decolorization of Rhodamine B: Effect of Metal Content on Structure and Performance
errNANOMATERIALS
IF4.3
err2022-11-22
err2
errOAAI
errGhaffari, Yasaman; Saifuddin, Md; Kim, Suho; Beak, Soyoung; Bae, Jiyeol; Kim, Kwang Soo
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errSave
Challenges, Opportunities, and Prospects in Metal Halide Perovskites from Theoretical and Machine Learning Perspectives
errADVANCED ENERGY MATERIALS
IF26
err2022-10-06
err28
PREAI
errMyung, Chang Woo; Hajibabaei, Amir; Cha, Ji-Hyun; Ha, Miran; Kim, Junu; Kim, Kwang S.
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errSave
Ir and NHC Dual Chiral Synergetic Catalysis: Mechanism and Stereoselectivity in γ-Butyrolactone Formation
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2022-08-25
err18
errOAAI
errBhaskararao, Bangaru; Rotella, Madeline E.; Kim, Dong Yeon; Kee, Jung-Min; Kim, Kwang Soo; Kozlowski, Marisa C.
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errSave
Al-Doping Driven Suppression of Capacity and Voltage Fadings in 4d-Element Containing Li-Ion-Battery Cathode Materials: Machine Learning and Density Functional Theory
errADVANCED ENERGY MATERIALS
IF26
err2022-06-25
err58
PREAI
errHa, Miran; Hajibabaei, Amir; Kim, Dong Yeon; Singh, Aditya Narayan; Yun, Jeonghun; Myung, Chang Woo; Kim, Kwang S.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Rodney S. Ruoff
H-index: 172 · Papers: 809
A
Anthony E. Lang
H-index: 166 · Papers: 1.5K
M
Michael Diamond
H-index: 160 · Papers: 1.5K
K
Kostya S. Novoselov
H-index: 155 · Papers: 920
R
Roger A. Nicoll
H-index: 152 · Papers: 380
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