Jisu Jung

Training machine-learning potentials for crystal structure prediction using disordered structures

Chang‐Ho Hong, Jeong Min Choi, Wonseok Jeong et al. · Physical review. B./Physical review. B · 2020 · 37 citations · Full text

Natural Sciences, Materials Science, Physics +17

Efficient Atomic-Resolution Uncertainty Estimation for Neural Network Potentials Using a Replica Ensemble

Wonseok Jeong, Dongsun Yoo, Kyuhyun Lee et al. · The Journal of Physical Chemistry Letters · 2020 · 31 citations

Natural Sciences, Materials Science, Physics +13

Stability and Equilibrium Structures of Unknown Ternary Metal Oxides Explored by Machine-Learned Potentials

Seungwoo Hwang, Jisu Jung, Chang‐Ho Hong et al. · Journal of the American Chemical Society · 2023 · 27 citations

Natural Sciences, Chemistry, Materials Science +17

Disorder-Dependent Li Diffusion in Li₆PS₅Cl Investigated by Machine-Learning Potential

Jiho Lee, Suyeon Ju, Seungwoo Hwang et al. · ACS Applied Materials & Interfaces · 2024 · 26 citations

Natural Sciences, Materials Science, Physics +14

Electrochemical Degradation of Pt₃Co Nanoparticles Investigated by Off-Lattice Kinetic Monte Carlo Simulations with Machine-Learned Potentials

Jisu Jung, Suyeon Ju, Purun-hanul Kim et al. · ACS Catalysis · 2023 · 19 citations · Full text

Natural Sciences, Chemical Engineering, Materials Science +17