James P. Crutchfield

University of California, Davis — United States

Physics and Astronomy · Physical Sciences

56h-index19.0kcitations432works1.72yr avg
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Research Topics

Advanced Thermodynamics and Statistical Mechanics(70), Cellular Automata and Applications(62), Neural Networks and Applications(60), Neural dynamics and brain function(53), Quantum Mechanics and Applications(48)

Publications432 total

Way More than the Sum of Their Parts: From Statistical to Structural Mixtures
Entropy·2026Open Access
Whales in Space: Experiencing Aquatic Animals in the Natural Place with the Hydroambiphone
2025Open Access
Optimal Computation from Fluctuation Responses
arXiv (Cornell University)·2025Open Access
Unsupervised discovery of extreme weather events using universal representations of emergent organization
Chaos An Interdisciplinary Journal of Nonlinear Science·2025Open Access
Way More Than the Sum of Their Parts: From Statistical to Structural Mixtures
arXiv (Cornell University)·2025Open Access
Intrinsic and Measured Information in Separable Quantum Processes
Entropy·2025Open Access
Thermodynamic overfitting and generalization: energetics of predictive intelligence
New Journal of Physics·2025Open Access
Agentic Information Theory: Ergodicity and Intrinsic Semantics of Information Processes
arXiv (Cornell University)·2025Open Access
Network and Phase Symmetries Reveal That Amplitude Dynamics Stabilize Decoupled Oscillator Clusters
Entropy·2025Open Access
Learning Stochastic Thermodynamics Directly from Correlation and Trajectory-Fluctuation Currents
arXiv (Cornell University)·2025Open Access
Taxonomy of Prediction
arXiv (Cornell University)·2025Open Access
Trajectory Class Fluctuation Theorem
Journal of Statistical Physics·2025· 2 citedOpen Access
Population Dynamics of Perception and Emergence of Translational Membranes
Computational Brain & Behavior·2025Open Access
Controlled erasure as a building block for universal thermodynamically robust superconducting computing
Chaos An Interdisciplinary Journal of Nonlinear Science·2025· 3 cited
Damage Dynamics and Problems of Scale for Induced and Triggered Seismicity in Reservoirs
2025Open Access
Nonequilibrium thermodynamics of a superconducting Szilard engine
New Journal of Physics·2025· 1 citedOpen Access
Extracting equations of motion from superconducting circuits
Physical Review Research·2025· 2 citedOpen Access
Equivalence of History and Generator ϵ-Machines
Symmetry·2025· 1 citedOpen Access
Learning entropy production from underdamped Langevin trajectories
Physical review. E·2024· 5 cited
Enumerating Finitary Processes
Entropy·2024· 3 citedOpen Access
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Frequent Co-authors

Norman H. Packard(8), Melanie Mitchell(6), David P. Feldman(4), James Hanson(4), J. Doyne Farmer(3), Erik van Nimwegen(3), Bernardo A. Huberman(3), Cosma Rohilla Shalizi(3), Doyne Farmer(3), Ryan G. James(3), Christopher J. Ellison(3), R. S. Shaw(2), Karl Young(2), Peter Hraber(2), Kunihiko Kaneko(2), Harold Froehling(2), Rajarshi Das(2), Yuzuru Sato(2), Robert Shaw(2), John R. Mahoney(2)