Inferring Langevin Dynamics via Bayesian Neural Networks

Youngkyoung Bae

Presentation information

Parallel Session

Topic 2: Out-of-equilibrium statistical physics

Parallel Session [T2a-10A]

Thu. Aug 10, 2023 1:00 PM - 2:00 PM Koshiba Hall (Koshiba Hall in Building 1 of the School of Science, 2F)

chair:Bruno Andreotti

1:45 PM - 2:00 PM

[T2a-10A-03] Inferring Langevin Dynamics via Bayesian Neural Networks

*Youngkyoung Bae¹, Seungwoong Ha¹, Hawoong Jeong^1,2 (1. Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, Korea, 2. Center for Complex Systems, Korea Advanced Institute of Science and Technology, Daejeon 34141, Korea)

Keywords:Stochastic Inference, Langevin dynamics, Bayesian neural networks, Stochastic processes, Entropy production

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