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cond-mat.stat-mech2025
Training thermodynamic computers by gradient descent
Stephen Whitelam
We show how to adjust the parameters of a thermodynamic computer by gradient descent in order to perform a desired computation at a specified observation time. Within a digital sim…
cond-mat.stat-mech2025
Generative thermodynamic computing
Stephen Whitelam
We introduce a generative modeling framework for thermodynamic computing, in which structured data is synthesized from noise by the natural time evolution of a physical system gove…