Підписатись
Tsz Wai Ko
Назва
Посилання
Посилання
Рік
A fourth-generation high-dimensional neural network potential with accurate electrostatics including non-local charge transfer
TW Ko, JA Finkler, S Goedecker, J Behler
Nature communications 12 (1), 398, 2021
3102021
Neural network potentials: A concise overview of methods
E Kocer, TW Ko, J Behler
Annual review of physical chemistry 73, 163-186, 2022
1142022
General-purpose machine learning potentials capturing nonlocal charge transfer
TW Ko, JA Finkler, S Goedecker, J Behler
Accounts of Chemical Research 54 (4), 808-817, 2021
842021
Accurate fourth-generation machine learning potentials by electrostatic embedding
TW Ko, JA Finkler, S Goedecker, J Behler
Journal of Chemical Theory and Computation 19 (12), 3567-3579, 2023
132023
Recent advances and outstanding challenges for machine learning interatomic potentials
TW Ko, SP Ong
Nature Computational Science 3 (12), 998-1000, 2023
82023
Exploring the compositional ternary diagram of Ge/S/Cu glasses for resistance switching memories
N Onofrio, TW Ko
The Journal of Physical Chemistry C 123 (14), 9486-9495, 2019
72019
Multi-fidelity Approach to Data Efficient Construction of Graph Neural Network Interatomic Potentials
TW Ko, SP Ong
Bulletin of the American Physical Society, 2024
2024
Robust training of machine learning interatomic potentials with dimensionality reduction and stratified sampling
J Qi, TW Ko, BC Wood, TA Pham, SP Ong
npj Computational Materials 10 (1), 43, 2024
2024
(Invited) Machine Learning for Solid-State Batteries – Progress Versus Hype
SP Ong, J Qi, C Chen, MLH Chandrappa, TW Ko
Electrochemical Society Meeting Abstracts 243, 1036-1036, 2023
2023
Development of a Generally Applicable Machine Learning Potential with Accurate Long-Range Electrostatic Interactions
TW Ko
2022
Investigation of global charge distributions for constructing non-local machine learning potentials
TW Ko, J Finkler, SA Goedecker, J Behler
APS March Meeting Abstracts 2021, P22. 010, 2021
2021
Atomic view of chalcogenide-based resistance switching memories
TW Ko
Hong Kong Polytechnic University, 2018
2018
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