Dong-Kyum Kim | DeepAI

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Featured Co-authors

Hawoong Jeong
10 publications
Sangyun Lee
3 publications
Youngkyoung Bae
2 publications

research

∙ 06/29/2021

Attaining entropy production and dissipation maps from Brownian movies via neural networks

Quantifying entropy production (EP) is essential to understand stochasti...

8 Youngkyoung Bae, et al. ∙

research

∙ 11/20/2020

Deep Reinforcement Learning for Feedback Control in a Collective Flashing Ratchet

A collective flashing ratchet transports Brownian particles using a spat...

25 Dong-Kyum Kim, et al. ∙

research

∙ 03/09/2020

Learning entropy production via neural networks

This paper presents a neural estimator for entropy production, or NEEP, ...

0 Dong-Kyum Kim, et al. ∙