Estimating entropy production by machine learning of short-time fluctuating currents

Shun Otsubo, Sosuke Ito, Andreas Dechant +1

Thermodynamic uncertainty relations (TURs) are the inequalities which give lower bounds on the entropy production rate using only the mean and the variance of fluctuating currents.…