6 citations · 13 across the 4 of their papers we have counts for
4 papers
Kinetic heterogeneity tightens thermodynamic bounds on spectra of Markov cycles
Rongxing Xu, Cuiling Meng
Thermodynamic bounds on the spectrum of a Markov cycle are determined by quantities such as the cycle affinity and maximal escape rate, but do not distinguish cycles with different…
Reinforcement Learning Approach to Shortcuts between Thermodynamic States with Extra Constraints
Rongxing Xu
We propose a systematic method based on reinforcement learning (RL) techniques to find the optimal path that can minimize the total entropy production between two equilibrium state…
A Numerical Method to Find the Optimal Thermodynamic Cycle in Microscopic Heat Engine
Rongxing Xu
Heat engines are fundamental physical objects to develop nonequilibrium thermodynamics. The thermodynamic performance of the heat engine is determined by the choice of cycle and ti…
A New Strategy in Applying the Learning Machine to Study Phase Transitions
Rongxing Xu, Weicheng Fu, Hong Zhao
In this Letter, we present a new strategy for applying the learning machine to study phase transitions. We train the learning machine with samples only obtained at a non-critical p…