1 citations · 1 across the 4 of their papers we have counts for
4 papers
Optimal Computation from Fluctuation Responses
Jinghao Lyu, Kyle J. Ray, James P. Crutchfield
The energy cost of computation has emerged as a central challenge at the intersection of physics and computer science. Recent advances in statistical physics -- particularly in sto…
Learning Stochastic Thermodynamics Directly from Correlation and Trajectory-Fluctuation Currents
Jinghao Lyu, Kyle J. Ray, James P. Crutchfield
Markedly increased computational power and data acquisition have led to growing interest in data-driven inverse dynamics problems. These seek to answer a fundamental question: What…
Entropy Production by Underdamped Langevin Dynamics
Jinghao Lyu, Kyle J. Ray, James P. Crutchfield
Entropy production (EP) is a central quantity in nonequilibrium physics as it monitors energy dissipation, irreversibility, and free energy differences during thermodynamic transfo…
Efficient Quantum Work Reservoirs at the Nanoscale
Jinghao Lyu, Alexander B. Boyd, James P. Crutchfield
When reformulated as a resource theory, thermodynamics can analyze system behaviors in the single-shot regime. In this, the work required to implement state transitions is bounded…