13-17 April 2026
Universidad Nacional de Colombia / Universidad de los Andes
America/Bogota timezone

Fast thermal equilibration using machine learning

13 Apr 2026, 11:40
20m
Ed. 564 (Universidad Nacional de Colombia)

Ed. 564

Universidad Nacional de Colombia

Universidad Nacional de Colombia Avenida Calle 26, carrera 35, Bogotá
Oral Statistical Physics Contributed talks

Speaker

Dr Diego Rengifo (Technical University Berlin )

Description

Fast thermal equilibration, also known as a shortcut to adiabaticity, is an external control technique employed to expedite operations beyond the system’s natural timescale. In this talk, we will introduce a machine learning technique, specifically automatic differentiation, to identify control protocols that accelerate the equilibration process in stochastic systems modeled by the overdamped Langevin equation.

Primary author

Dr Diego Rengifo (Technical University Berlin )

Presentation Materials

There are no materials yet.