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cs.ET2026
Thermalizing Stochastic Programs
Mirko Amico, Andraž Jelinčič, Colin Oscar Nancarrow +6
We present a set of tools for mapping general stochastic programs to thermodynamic hardware designed for energy-efficient stochastic sampling. Given a target stochastic program exp…
math.PR2026
On two differing geometric descriptions of the passage from microscopy to macroscopy in Markov diffusion theory
Dalton A R Sakthivadivel
In various disparate settings one studies how random processes give way to parabolic partial differential equations and in turn to functional inequalities involving gradients and v…
cond-mat.stat-mech2026
The nonequilibrium statistical mechanics of Markov interacting particles
Dalton A R Sakthivadivel
We consider coupled stochastic systems decomposed into exterior, boundary, and interior variables, with the boundary variables sometimes carrying the directed structure of a sensor…