Dongsun Yoo

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

Wonseok Jeong, Dongsun Yoo, Kyuhyun Lee, 2020, The journal of physical chemistry letters.

Atomic energy mapping of neural network potential

Seungwu Han, Satoshi Watanabe, Wonseok Jeong, 2019, Physical Review Materials.

Toward Reliable and Transferable Machine Learning Potentials: Uniform Training by Overcoming Sampling Bias

Dongheon Lee, Wonseok Jeong, Dongsun Yoo, 2018, The Journal of Physical Chemistry C.

SIMPLE-NN: An efficient package for training and executing neural-network interatomic potentials

Seungwu Han, Wonseok Jeong, Dongsun Yoo, 2019, Comput. Phys. Commun..

Crystallization of amorphous GeTe simulated by neural network potential addressing medium-range order

Dongsun Yoo, Seungwu Han, Seungwu Han, 2020 .

All-atom simulation of molecular orientation in vapor-deposited organic light-emitting diodes

Dongsun Yoo, Seungwu Han, Yong Youn, 2018 .