2 papers
cond-mat.stat-mech2025
A machine learning approach to fast thermal equilibration
Diego Rengifo, Gabriel Téllez
We present a method to design driving protocols that achieve fast thermal equilibration of a system of interest using techniques inspired by machine learning training algorithms. F…
cond-mat.stat-mech2023
Analytical Insights and Universal Behavior in Fast Thermal Equilibration Protocols
Diego Rengifo, Gabriel Téllez
When a system deviates from equilibrium, it is possible to manipulate and control it to drive it towards equilibrium within a finite time , even reducing its natural relaxatio…