Learning hydrodynamic equations from microscopic Langevin simulations of self-propelled particles dynamics

Bappaditya Roy

Presentation information

Parallel Session

Topic 2: Out-of-equilibrium statistical physics

Parallel Session [T2-11C]

Fri. Aug 11, 2023 2:15 PM - 3:30 PM Koshiba Hall (Koshiba Hall in Building 1 of the School of Science, 2F)

chair:Yonggun Jun

2:30 PM - 2:45 PM

[T2-11C-02] Learning hydrodynamic equations from microscopic Langevin simulations of self-propelled particles dynamics

*Bappaditya Roy¹, Natsuhiko Yoshinaga^1,2 (1. AIST-TohokuU Mathematics for Advanced Materials-OIL (MathAM-OIL), Sendai, 980-8577 JAPAN, 2. WPI-Advanced Institute for Materials Research (WPI-AIMR), Sendai, 980-8577 JAPAN)

Keywords:Active matter, Machine learning, Hydrodynamics, Coarse-graining

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