Jae Yong Lee

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Active since

2020

Affiliations

Pohang University of Science and Technology(Current)

Korea Institute for Advanced Study

Jae Yong Lee is an author at Pohang University of Science and Technology specializing in partial differential equations, fokker-planck theory, and computational physics.

ORCID

Publications per year

2020–2023

Publications

Trend to equilibrium for the kinetic Fokker-Planck equation via the neural network approach

Hyung Ju Hwang, Jin Woo Jang, Hyeontae Jo et al. · Journal of Computational Physics · 2020 · 39 citations · Full text

Natural Sciences, Physics, Chemical Kinetics +13

Solving PDE-Constrained Control Problems Using Operator Learning

Rakhoon Hwang, Jae Yong Lee, Jin Young Shin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 15 citations · Full text

Natural Sciences, Mathematics, Computational Fluid Dynamics +15

opPINN: Physics-informed neural network with operator learning to approximate solutions to the Fokker-Planck-Landau equation

Jae Yong Lee, Juhi Jang, Hyung Ju Hwang · Journal of Computational Physics · 2023 · 15 citations

Natural Sciences, Mathematics, Physics +12

The model reduction of the Vlasov–Poisson–Fokker–Planck system to the Poisson–Nernst–Planck system <i>via</i> the Deep Neural Network Approach

Jae Yong Lee, Jin Woo Jang, Hyung Ju Hwang · ESAIM Mathematical Modelling and Numerical Analysis · 2021 · 10 citations · Full text

Natural Sciences, Mathematics, Physics +14

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