ScholarWorks@성균관대학교

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명창우

MYUNG, CHANGWOO

성균융합원

에너지학과

연구분야

Artificial Intelligence, Quantum Chemistry, Energy Materials Theory,
Artificial Intelligence, Quantum Chemistry, Energy Materials Theory

2023

2026

연도별 연구 활동 현황

자료유형

Article (18)

발행연도

2023 ~ 2026

2023 2026

키워드

언어

English (18)

전체 18건 중 1번부터 10번까지의 결과를 표시합니다.

2026

Article

Machine Learning Interatomic Potentials for Energy Materials: Architectures, Training Strategies, and Applications

Park, In Kee ;
Pourasad, Saeed ;
Mun, Jinhong ;
Rajan, Arunkumar Chitteth ;
Park, Tae Hyeon ;
... Myung, Chang Woo ;
외 14명

2026-05-12
Advanced Energy Materials
WILEY-V C H VERLAG GMBH

Article

Accelerating Materials Discovery Through Sparse Gaussian Process Machine Learning Potentials

Ha, Miran ;
Pourasad, Saeed ;
Myung, Chang Woo ;
Kim, Kwang S.

2026-01-06
Accounts of Chemical Research
AMER CHEMICAL SOC

2025

Article

Synergistic Fe–Si Dual-Site Pathway Engineering in Biomass-Derived Carbon Matrix for High-Performance Oxygen Reduction Reaction

Cho, Min Su ;
Zang, Yanmei ;
Park, Sung Joon ;
An, Byeong-Seon ;
Lee, Ho Jin ;
... Kim, Ki Jae ;
... Myung, Chang Woo ;
외 8명

2025-12
Carbon Energy
John Wiley and Sons Inc

Article

Breaking the CO bridge trap: boron-transition-metal trimer clusters for efficient C-C coupling in CO2 reduction

Zang, Yanmei ;
Huang, Baibiao ;
Dai, Ying ;
Ma, Yandong ;
Myung, Chang Woo

2025-10
Journal of Materials Chemistry A
ROYAL SOC CHEMISTRY

Article

A Bayesian Committee Machine-Based Force Field for Organic Nitrogen Compounds

Park, Hyun Gyu ;
Sim, Gi Beom ;
Yang, Jung Woon ;
Willow, Soohaeng Yoo ;
Yang, David ChangMo ;
... Myung, Chang Woo

2025-09
Journal of Physical Chemistry A
AMER CHEMICAL SOC

Article

Temperature-independent emission in a [(CH3)3NPh]2MnBr4 single crystal analogous to thermally activated delayed fluorescence

Alanazi, Mutibah ;
Jana, Atanu ;
Choi, Won Woong ;
Yang, D. ChangMo ;
Taylor, Robert A. ;
... Myung, Chang Woo ;
외 1명

2025-06
Applied Materials Today
Elsevier Ltd

Article

A sparse Bayesian Committee Machine potential for oxygen-containing organic compounds

Willow, Soohaeng Yoo ;
Kim, Seungwon ;
Yang, D. ChangMo ;
Ha, Miran ;
Hajibabaei, Amir ;
... Yang, Jung Woon ;
... Myung, Chang Woo ;
외 1명

2025-06
CHEMICAL PHYSICS REVIEWS
AIP Publishing

Article

Machine Learning Nonadiabatic Dynamics: Eliminating Phase Freedom of Nonadiabatic Couplings with the State-Interaction State-Averaged Spin-Restricted Ensemble-Referenced Kohn-Sham Approach

Moon, Sung Wook ;
Willow, Soohaeng Yoo ;
Park, Tae Hyeon ;
Min, Seung Kyu ;
Myung, Chang Woo

2025-02
Journal of Chemical Theory and Computation
AMER CHEMICAL SOC

Article

Back-End-of-Line-Compatible Passivation of Sulfur Vacancies in MoS<sub>2</sub> Transistors Using Electron-Withdrawing Benzenethiol

Jung, Haksoon ;
Kim, Mingyu ;
Lee, Yongwoo ;
Sim, Gi Beom ;
Gu, Hyeonho ;
... Myung, Chang Woo ;
외 8명

2025-02
ACS Nano
AMER CHEMICAL SOC

2024

Article

Sparse Gaussian process based machine learning first principles potentials for materials simulations: Application to batteries, solar cells, catalysts, and macromolecular systems

Willow, Soohaeng Yoo ;
Hajibabaei, Amir ;
Ha, Miran ;
Yang, David ChangMo ;
Myung, Chang Woo ;
외 3명

2024-12
CHEMICAL PHYSICS REVIEWS
AIP Publishing

1