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heterogeneous reservoirs 1langevin dynamics 1moment-based readout 1reservoir computing 1thermodynamic computing 1

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1 paper

cond-mat.stat-mech2026

Moment-Resolved Readout and Reservoir Diversity in Nonequilibrium Langevin Computing

JiZheng Duan, MingYang Zhao, YanWei Chen +1

The paper extends Langevin‑based thermodynamic computing by using polynomial moments of reservoir states for readout and introduces heterogeneous multi‑reservoir ensembles, achievi…