Training thermodynamic computers by gradient descent

Proceedings of the National Academy of Sciences, Volume 123, Number 14, April 2026.
ImportanceAs modern computing becomes constrained by energy consumption, there is growing interest in physical computing paradigms that can operate closer to fundamental thermodynamic limits. Thermodynamic computing is an emerging field in which the calculation…