14 citations · 14 across the 3 of their papers we have counts for
4 papers · 1 filter
The Thermodynamic Costs of Simple Linear Regression
Samuel H. D'Ambrosia, Sultan M. Daniels, Michael R. DeWeese +1
The construction of models from data is a significant contributor to the energetic costs of computation. Because of this, understanding how foundational thermodynamic bounds apply…
Higher-order response theory in optimal stochastic thermodynamics
Samuel. H. DAmbrosia, Adrianne Zhong, Michael R. DeWeese
Linear response theory has found many applications in statistical physics. One of these is to compute minimal-work protocols that drive nonequilibrium systems between different the…
Optimal active engines obey the thermodynamic Lorentz force law
Adrianne Zhong, Adam G. Frim, Michael R. DeWeese
What are the fundamental limitations for finite-time engines that extract work from active nonequilibrium systems, and what are the optimal protocols that approach them? We show th…
Beyond Linear Response: Equivalence between Thermodynamic Geometry and Optimal Transport
Adrianne Zhong, Michael R. DeWeese
A fundamental result of thermodynamic geometry is that the optimal, minimal-work protocol that drives a nonequilibrium system between two thermodynamic states in the slow-driving l…