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cond-mat.stat-mech2024
Model-free learning of probability flows: Elucidating the nonequilibrium dynamics of flocking
Nicholas M. Boffi, Eric Vanden-Eijnden
Active systems comprise a class of nonequilibrium dynamics in which individual components autonomously dissipate energy. Efforts towards understanding the role played by activity h…
cond-mat.stat-mech2023★ 31 cited
Deep learning probability flows and entropy production rates in active matter
Nicholas M. Boffi, Eric Vanden-Eijnden
Active matter systems, from self-propelled colloids to motile bacteria, are characterized by the conversion of free energy into useful work at the microscopic scale. They involve p…