4 citations · 4 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 4 cited
Deep reinforcement learning for feedback control in a collective flashing ratchet
Dong-Kyum Kim, Hawoong Jeong
A collective flashing ratchet transports Brownian particles using a spatially periodic, asymmetric, and time-dependent on-off switchable potential. The net current of the particles…
cond-mat.stat-mech2020
Learning entropy production via neural networks
Dong-Kyum Kim, Youngkyoung Bae, Sangyun Lee +1
This Letter presents a neural estimator for entropy production, or NEEP, that estimates entropy production (EP) from trajectories of relevant variables without detailed information…