Learning entropy production via neural networks

9 March 2020

Papers citing "Learning entropy production via neural networks"

7 / 7 papers shown

Title
Inferring entropy production in many-body systems using nonequilibrium MaxEnt Miguel Aguilera Sosuke Ito Artemy Kolchinsky 16 0 0 15 May 2025
Learning Stochastic Thermodynamics Directly from Correlation and Trajectory-Fluctuation Currents Jinghao Lyu Kyle J. Ray James P. Crutchfield AI4CE 58 0 0 26 Apr 2025
Foundation Inference Models for Markov Jump Processes David Berghaus K. Cvejoski Patrick Seifner C. Ojeda Ramses J. Sanchez 47 1 0 10 Jun 2024
Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks Youngkyoung Bae Seungwoong Ha Hawoong Jeong 73 2 0 02 Feb 2024
Information Theory Inspired Pattern Analysis for Time-series Data Yushan Huang Yuchen Zhao Alexander Capstick Francesca Palermo Hamed Haddadi Payam Barnaghi AI4TS 15 1 0 22 Feb 2023
Using Entropy Measures for Monitoring the Evolution of Activity Patterns Yushan Huang Yuchen Zhao Hamed Haddadi Payam Barnaghi 13 1 0 04 Oct 2022
Attaining entropy production and dissipation maps from Brownian movies via neural networks Youngkyoung Bae Dong-Kyum Kim Hawoong Jeong 14 1 0 29 Jun 2021