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Harnessing fluctuations in thermodynamic computing via time-reversal symmetries

Gregory Wimsatt1,*, Olli-Pentti Saira2,†, Alexander B. Boyd1,‡, Matthew H. Matheny2,§, Siyuan Han3,∥, Michael L. Roukes2,¶, and James P. Crutchfield1,2,#

  • 1Complexity Sciences Center and Physics Department, University of California at Davis, One Shields Avenue, Davis, California 95616, USA
  • 2Condensed Matter Physics and Kavli Nanoscience Institute, California Institute of Technology, Pasadena, California 91125, USA
  • 3Department of Physics and Astronomy, University of Kansas, Lawrence, Kansas 66045, USA

  • *gwwimsatt@ucdavis.edu
  • †osaira@caltech.edu
  • ‡abboyd@ucdavis.edu
  • §matheny@caltech.edu
  • ∥han@ku.edu
  • roukes@caltech.edu
  • #Corresponding author: chaos@ucdavis.edu

Training thermodynamic computers by gradient descent

Stephen Whitelam

Proc. Natl. Acad. Sci. U.S.A. 123 e2528413123 (2026)

Generative Thermodynamic Computing

Stephen Whitelam

Phys. Rev. Lett. 136 037101 (2026)

Evolutionary design of thermodynamic logic gates and their heat emission

Stephen Whitelam

Phys. Rev. E 114 034135 (2026)

An efficient probabilistic hardware architecture for diffusion-like models

Andraž Jelinčič, Owen Lockwood, Akhil Garlapati, Peter Schillinger, Isaac L. Chuang, Guillaume Verdon, and Trevor McCourt

npj Unconv. Comput. 3 30 (2026)

Four faces of information in natural systems

Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi, Alexander B. Boyd, Mario Berta, Henrik J. Jensen, Michael Gastpar, and Sean M. Carroll

Nat Rev Phys 8 654 (2026)

Nonlinear thermodynamic computing out of equilibrium

Stephen Whitelam and Corneel Casert

Nat Commun 17 1189 (2026)

Fluctuation theorems with optical tweezers: theory and practice

Thalyta T. Martins, André H. A. Malavazi, Lucas P. Kamizaki, Artyom Petrosyan, Benjamin Besga, Sergio Ciliberto, and Sérgio R. Muniz

Eur. Phys. J. Plus 141 71 (2026)

Increasing the clock speed of a thermodynamic computer by adding noise

Stephen Whitelam

npj Unconv. Comput. 2 24 (2025)

Nonequilibrium thermodynamics of a superconducting Szilard engine

Kuen Wai Tang, Kyle J Ray, and James P Crutchfield

New J. Phys. 27 043011 (2025)

Trajectory Class Fluctuation Theorem

Gregory Wimsatt, Alexander B. Boyd, and James P. Crutchfield

J Stat Phys 192 57 (2025)

Controlled erasure as a building block for universal thermodynamically robust superconducting computing

Christian Z. Pratt, Kyle J. Ray, and James P. Crutchfield

Chaos: An Interdisciplinary Journal of Nonlinear Science 35 043112 (2025)

Inferring general links between energetics and information with unknown environment

Junjie Liu, Jincheng Lu, Chen Wang, and Jian-Hua Jiang

Phys. Rev. Research 6 033202 (2024)

Performance limits of information engines

Johan du Buisson, David A. Sivak, and John Bechhoefer

Advances in Physics: X 9 2352112 (2024)

Quantum Many-Body Jarzynski Equality and Dissipative Noise on a Digital Quantum Computer

Dominik Hahn, Maxime Dupont, Markus Schmitt, David J. Luitz, and Marin Bukov

Phys. Rev. X 13 041023 (2023)

First and second laws of information processing by nonequilibrium dynamical states

Mikhael T. Semaan and James P. Crutchfield

Phys. Rev. E 107 054132 (2023)

Gigahertz Sub-Landauer Momentum Computing

Kyle J. Ray and James P. Crutchfield

Phys. Rev. Applied 19 014049 (2023)

Speed limits to information erasure considering synchronization between heat transport and work cost

Shu-Nan Li and Bing-Yang Cao

International Journal of Heat and Mass Transfer 217 124688 (2023)

Homeostatic and adaptive energetics: Nonequilibrium fluctuations beyond detailed balance in voltage-gated ion channels

Mikhael T. Semaan and James P. Crutchfield

Phys. Rev. E 106 044410 (2022)

Spontaneous Fluctuation-Symmetry Breaking and the Landauer Principle

Lorenzo Buffoni and Michele Campisi

J Stat Phys 186 31 (2022)

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