1 code implementation • 29 Jun 2021 • Youngkyoung Bae, Dong-Kyum Kim, Hawoong Jeong
We show that our method accurately measures the EP and creates a dissipation map in two nonequilibrium systems, the bead-spring model and a network of elastic filaments.
no code implementations • 23 Dec 2020 • Youngkyoung Bae, Sangyun Lee, Juin Kim, Hawoong Jeong
Another unique feature of the Langevin description is that rotation is maximized at a particular anisotropy while the stability of the rotation is minimized at a particular anisotropy or mass.
2 code implementations • 9 Mar 2020 • Dong-Kyum Kim, Youngkyoung Bae, Sangyun Lee, Hawoong Jeong
This Letter presents a neural estimator for entropy production, or NEEP, that estimates entropy production (EP) from trajectories of relevant variables without detailed information on the system dynamics.