James P. Crutchfield

156 papers A 2C 3Misc 1Journal 147Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Metastable Dynamical Computing with Energy Landscapes: A Primer. CoRR Christian Z. Pratt, Kyle J. Ray, James P. Crutchfield
2026	J	`jnl`	Momentum-Driven Reversible Logic Accelerates Efficient Irreversible Universal Computation. CoRR Kuen Wai Tang, Kyle J. Ray, James P. Crutchfield
2025	J	`jnl`	Agentic Information Theory: Ergodicity and Intrinsic Semantics of Information Processes. CoRR James P. Crutchfield, Alexandra M. Jurgens
2025	J	`jnl`	Intrinsic and Measured Information in Separable Quantum Processes. Entropy David Gier, James P. Crutchfield
2025	J	`jnl`	Learning Stochastic Thermodynamics Directly from Correlation and Trajectory-Fluctuation Currents. CoRR Jinghao Lyu, Kyle J. Ray, James P. Crutchfield
2025	J	`jnl`	Network and Phase Symmetries Reveal That Amplitude Dynamics Stabilize Decoupled Oscillator Clusters. Entropy Jeffrey Emenheiser, Anastasiya Salova, Jordan Snyder, James P. Crutchfield, Raissa M. D'Souza
2025	J	`jnl`	Optimal Computation from Fluctuation Responses. CoRR Jinghao Lyu, Kyle J. Ray, James P. Crutchfield
2025	J	`jnl`	Taxonomy of Prediction. CoRR Alexandra M. Jurgens, James P. Crutchfield
2025	J	`jnl`	Way More Than the Sum of Their Parts: From Statistical to Structural Mixtures. CoRR James P. Crutchfield
2025	J	`jnl`	Way More than the Sum of Their Parts: From Statistical to Structural Mixtures. Entropy James P. Crutchfield
2024	J	`jnl`	Branching States as The Emergent Structure of a Quantum Universe. Quantum Akram Touil, Fabio Anza, Sebastian Deffner, James P. Crutchfield
2024	J	`jnl`	Enumerating Finitary Processes. Entropy Benjamin D. Johnson, James P. Crutchfield, Christopher J. Ellison, Carl S. McTague
2024	J	`jnl`	Equivalence of History and Generator ϵ-Machines. Symmetry Nicholas F. Travers, James P. Crutchfield
2024	J	`jnl`	Maximum Geometric Quantum Entropy. Entropy Fabio Anza, James P. Crutchfield
2024	J	`jnl`	Not All Fluctuations Are Created Equal: Spontaneous Variations in Thermodynamic Function. Entropy James P. Crutchfield, Cina Aghamohammadi
2023	J	`jnl`	Complexity-calibrated Benchmarks for Machine Learning Reveal When Next-Generation Reservoir Computer Predictions Succeed and Mislead. CoRR Sarah E. Marzen, Paul M. Riechers, James P. Crutchfield
2023	J	`jnl`	Dynamical Computing on the Nanoscale: Superconducting Circuits for Thermodynamically-Efficient Classical Information Processing. CoRR Christian Z. Pratt, Kyle J. Ray, James P. Crutchfield
2023	J	`jnl`	Intrinsic and Measured Information in Separable Quantum Processes. CoRR David Gier, James P. Crutchfield
2023	J	`jnl`	On Principles of Emergent Organization. CoRR Adam T. Rupe, James P. Crutchfield
2023	J	`jnl`	Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems. CoRR Adam Rupe, Karthik Kashinath, Nalini Kumar, James P. Crutchfield
2022	J	`jnl`	Algebraic Theory of Patterns as Generalized Symmetries. Symmetry Adam Rupe, James P. Crutchfield
2022	J	`jnl`	Discovering Noncritical Organization: Statistical Mechanical, Information Theoretic, and Computational Views of Patterns in One-Dimensional Spin Systems. Entropy David P. Feldman, James P. Crutchfield
2022	J	`jnl`	Exploring Predictive States via Cantor Embeddings and Wasserstein Distance. CoRR Samuel P. Loomis, James P. Crutchfield
2022	J	`jnl`	Gigahertz Sub-Landauer Momentum Computing. CoRR Kyle J. Ray, James P. Crutchfield
2022	J	`jnl`	Inference, Prediction, & Entropy-Rate Estimation of Continuous-Time, Discrete-Event Processes. Entropy Sarah E. Marzen, James P. Crutchfield
2022	J	`jnl`	Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. Entropy Sarah E. Marzen, James P. Crutchfield
2022	J	`jnl`	Whale Casting: Remote mobile streaming humpback whale vocalizations to the world. CoRR James P. Crutchfield, Alexandra M. Jurgens
2021	J	`jnl`	Divergent Predictive States: The Statistical Complexity Dimension of Stationary, Ergodic Hidden Markov Processes. CoRR Alexandra M. Jurgens, James P. Crutchfield
2021	J	`jnl`	Nonequilibrium Thermodynamics in Measuring Carbon Footprints: Disentangling Structure and Artifact in Input-Output Accounting. CoRR Samuel P. Loomis, Mark Cooper, James P. Crutchfield
2021	J	`jnl`	Quantum Information Dimension and Geometric Entropy. CoRR Fabio Anza, James P. Crutchfield
2021	J	`jnl`	Topology, Convergence, and Reconstruction of Predictive States. CoRR Samuel P. Loomis, James P. Crutchfield
2020	J	`jnl`	Correlated structural evolution within multiplex networks. CoRR Haochen Wu, Ryan G. James, James P. Crutchfield, Raissa M. D'Souza
2020	J	`jnl`	Discovering Causal Structure with Reproducing-Kernel Hilbert Space ε-Machines. CoRR Nicolas Brodu, James P. Crutchfield
2020	J	`jnl`	Inference, Prediction, and Entropy-Rate Estimation of Continuous-time, Discrete-event Processes. CoRR Sarah E. Marzen, James P. Crutchfield
2020	J	`jnl`	Non-Markovian Momentum Computing: Universal and Efficient. CoRR Kyle J. Ray, Gregory Wimsatt, Alexander B. Boyd, James P. Crutchfield
2020	J	`jnl`	Refining Landauer's Stack: Balancing Error and Dissipation When Erasing Information. CoRR Gregory W. Wimsatt, Alexander B. Boyd, Paul M. Riechers, James P. Crutchfield
2020	J	`jnl`	Shannon Entropy Rate of Hidden Markov Processes. CoRR Alexandra M. Jurgens, James P. Crutchfield
2020	J	`jnl`	Spacetime Autoencoders Using Local Causal States. CoRR Adam Rupe, James P. Crutchfield
2020	J	`jnl`	The Functional Thermodynamics of Finite-State Maxwellian Ratchets. CoRR Alexandra M. Jurgens, James P. Crutchfield
2020	J	`jnl`	Thermodynamic Machine Learning through Maximum Work Production. CoRR Alexander B. Boyd, James P. Crutchfield, Mile Gu
2020	J	`jnl`	Thermodynamically-Efficient Local Computation: Classical and quantum information reservoirs and generators. CoRR Samuel P. Loomis, James P. Crutchfield
2020	J	`jnl`	Variations on a Demonic Theme: Szilard's Other Engines. CoRR Kyle J. Ray, James P. Crutchfield
2019	J	`jnl`	Balancing Error and Dissipation in Highly-Reliable Computing. CoRR Paul M. Riechers, Alexander B. Boyd, Gregory Wimsatt, James P. Crutchfield
2019	—	`conf`	DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. MLHPC@SC Adam Rupe, Prabhat, James P. Crutchfield, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee
2019	J	`jnl`	DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. CoRR Adam Rupe, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee, Prabhat, James P. Crutchfield
2019	J	`jnl`	Fraudulent White Noise: Flat power spectra belie arbitrarily complex processes. CoRR Paul M. Riechers, James P. Crutchfield
2019	J	`jnl`	Harnessing Fluctuations in Thermodynamic Computing via Time-Reversal Symmetries. CoRR Gregory Wimsatt, Olli-Pentti Saira, Alexander B. Boyd, Matthew H. Matheny, Siyuan Han, Michael L. Roukes, James P. Crutchfield
2019	J	`jnl`	Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. CoRR Sarah E. Marzen, James P. Crutchfield
2019	J	`jnl`	Thermal Efficiency of Quantum Memory Compression. CoRR Samuel P. Loomis, James P. Crutchfield
2019	J	`jnl`	Thermodynamic Computing. CoRR Tom Conte, Erik DeBenedictis, Natesh Ganesh, Todd Hylton, John Paul Strachan, R. Stanley Williams, Alexander A. Alemi, Lee Altenberg, Gavin E. Crooks, James P. Crutchfield, Lídia del Rio, Josh Deutsch, Michael Robert DeWeese, Khari Douglas, Massimiliano Esposito, Michael P. Frank, Robert Fry, Peter Harsha, Mark D. Hill, Christopher T. Kello, Jeff Krichmar, Suhas Kumar, Shih-Chii Liu, Seth Lloyd, Matteo Marsili, Ilya Nemenman, Alex Nugent, Norman H. Packard, Dana Randall, Peter Sadowski, Narayana Santhanam, Robert Shaw, Adam Z. Stieg, Elan Stopnitzky, Christof Teuscher, Chris Watkins, David H. Wolpert, J. Joshua Yang, Yan Yufik
2019	J	`jnl`	Towards Unsupervised Segmentation of Extreme Weather Events. CoRR Adam Rupe, Karthik Kashinath, Nalini Kumar, Victor W. Lee, Prabhat, James P. Crutchfield
2019	J	`jnl`	Unique Information and Secret Key Agreement. Entropy Ryan G. James, Jeffrey Emenheiser, James P. Crutchfield
2018	J	`jnl`	A Perspective on Unique Information: Directionality, Intuitions, and Secret Key Agreement. CoRR Ryan G. James, Jeffrey Emenheiser, James P. Crutchfield
2018	J	`jnl`	Local Causal States and Discrete Coherent Structures. CoRR Adam Rupe, James P. Crutchfield
2018	J	`jnl`	Modes of Information Flow. CoRR Ryan G. James, Blanca Daniella Mansante Ayala, Bahti Zakirov, James P. Crutchfield
2018	J	`jnl`	Optimized Bacteria are Environmental Prediction Engines. CoRR Sarah E. Marzen, James P. Crutchfield
2018	J	`jnl`	Shortcuts to Thermodynamic Computing: The Cost of Fast and Faithful Erasure. CoRR Alexander B. Boyd, Ayoti Patra, C. Jarzynski, James P. Crutchfield
2018	J	`jnl`	Spacetime Symmetries, Invariant Sets, and Additive Subdynamics of Cellular Automata. CoRR Adam Rupe, James P. Crutchfield
2018	J	`jnl`	Strong and Weak Optimizations in Classical and Quantum Models of Stochastic Processes. CoRR Samuel P. Loomis, James P. Crutchfield
2018	J	`jnl`	Unique Information and Secret Key Agreement. CoRR Ryan G. James, Jeffrey Emenheiser, James P. Crutchfield
2018	J	`jnl`	dit: a Python package for discrete information theory. J. Open Source Softw. Ryan G. James, Christopher J. Ellison, James P. Crutchfield
2017	J	`jnl`	Above and Beyond the Landauer Bound: Thermodynamics of Modularity. CoRR Alexander B. Boyd, Dibyendu Mandal, James P. Crutchfield
2017	J	`jnl`	Anatomy of a Spin: The Information-Theoretic Structure of Classical Spin Systems. Entropy Vikram S. Vijayaraghavan, Ryan G. James, James P. Crutchfield
2017	J	`jnl`	Classical and Quantum Factors of Channels. CoRR John R. Mahoney, Cina Aghamohammadi, James P. Crutchfield
2017	J	`jnl`	Extreme Quantum Advantage for Rare-Event Sampling. CoRR Cina Aghamohammadi, Samuel P. Loomis, John R. Mahoney, James P. Crutchfield
2017	J	`jnl`	Multivariate Dependence beyond Shannon Information. Entropy Ryan G. James, James P. Crutchfield
2017	J	`jnl`	Nearly Maximally Predictive Features and Their Dimensions. CoRR Sarah E. Marzen, James P. Crutchfield
2017	J	`jnl`	Prediction and Generation of Binary Markov Processes: Can a Finite-State Fox Catch a Markov Mouse? CoRR J. Ruebeck, Ryan G. James, John R. Mahoney, James P. Crutchfield
2017	J	`jnl`	Prediction and Power in Molecular Sensors: Uncertainty and Dissipation When Conditionally Markovian Channels Are Driven by Semi-Markov Environments. CoRR Sarah E. Marzen, James P. Crutchfield
2017	J	`jnl`	Spectral Simplicity of Apparent Complexity, Part I: The Nondiagonalizable Metadynamics of Prediction. CoRR Paul M. Riechers, James P. Crutchfield
2017	J	`jnl`	Spectral Simplicity of Apparent Complexity, Part II: Exact Complexities and Complexity Spectra. CoRR Paul M. Riechers, James P. Crutchfield
2017	J	`jnl`	Structure and Randomness of Continuous-Time Discrete-Event Processes. CoRR Sarah E. Marzen, James P. Crutchfield
2017	J	`jnl`	The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications. CoRR James P. Crutchfield
2017	J	`jnl`	Trimming the Independent Fat: Sufficient Statistics, Mutual Information, and Predictability from Effective Channel States. CoRR Ryan G. James, John R. Mahoney, James P. Crutchfield
2017	J	`jnl`	Unique Information via Dependency Constraints. CoRR Ryan G. James, Jeffrey Emenheiser, James P. Crutchfield
2016	J	`jnl`	Correlation-powered Information Engines and the Thermodynamics of Self-Correction. CoRR Alexander B. Boyd, Dibyendu Mandal, James P. Crutchfield
2016	J	`jnl`	Extreme Quantum Advantage when Simulating Strongly Coupled Classical Systems. CoRR Cina Aghamohammadi, John R. Mahoney, James P. Crutchfield
2016	J	`jnl`	Informational and Causal Architecture of Continuous-time Renewal and Hidden Semi-Markov Processes. CoRR Sarah E. Marzen, James P. Crutchfield
2016	J	`jnl`	Leveraging Environmental Correlations: The Thermodynamics of Requisite Variety. CoRR Alexander B. Boyd, Dibyendu Mandal, James P. Crutchfield
2016	J	`jnl`	Multivariate Dependence Beyond Shannon Information. CoRR Ryan G. James, James P. Crutchfield
2016	J	`jnl`	Not All Fluctuations are Created Equal: Spontaneous Variations in Thermodynamic Function. CoRR James P. Crutchfield, Cina Aghamohammadi
2016	J	`jnl`	The Ambiguity of Simplicity. CoRR Cina Aghamohammadi, John R. Mahoney, James P. Crutchfield
2016	J	`jnl`	The Markov Memory for Generating Rare Events. CoRR Cina Aghamohammadi, James P. Crutchfield
2016	J	`jnl`	Thermodynamics of Random Number Generation. CoRR Cina Aghamohammadi, James P. Crutchfield
2016	J	`jnl`	Transient Dissipation and Structural Costs of Physical Information Transduction. CoRR Alexander B. Boyd, Dibyendu Mandal, Paul M. Riechers, James P. Crutchfield
2015	J	`jnl`	A Closed-Form Shave from Occam's Quantum Razor: Exact Results for Quantum Compression. CoRR Paul M. Riechers, John R. Mahoney, Cina Aghamohammadi, James P. Crutchfield
2015	J	`jnl`	Anatomy of a Spin: The Information-Theoretic Structure of Classical Spin Systems. CoRR Vikram S. Vijayaraghavan, Ryan G. James, James P. Crutchfield
2015	J	`jnl`	Information Flows? A Critique of Transfer Entropies. CoRR Ryan G. James, Nix Barnett, James P. Crutchfield
2015	J	`jnl`	Informational and Causal Architecture of Discrete-Time Renewal Processes. Entropy Sarah E. Marzen, James P. Crutchfield
2015	J	`jnl`	Memoryless Thermodynamics? A Reply. CoRR Dibyendu Mandal, Alexander B. Boyd, James P. Crutchfield
2015	J	`jnl`	Occam's Quantum Strop: Synchronizing and Compressing Classical Cryptic Processes via a Quantum Channel. CoRR John R. Mahoney, Cina Aghamohammadi, James P. Crutchfield
2015	J	`jnl`	Signatures of Infinity: Nonergodicity and Resource Scaling in Prediction, Complexity, and Learning. CoRR James P. Crutchfield, Sarah Marzen
2015	J	`jnl`	Statistical Signatures of Structural Organization: The case of long memory in renewal processes. CoRR Sarah E. Marzen, James P. Crutchfield
2015	J	`jnl`	The Elusive Present: Hidden Past and Future Dependency and Why We Build Models. CoRR Pooneh M. Ara, Ryan G. James, James P. Crutchfield
2015	J	`jnl`	Time Resolution Dependence of Information Measures for Spiking Neurons: Atoms, Scaling, and Universality. CoRR Sarah E. Marzen, Michael Robert DeWeese, James P. Crutchfield
2015	J	`jnl`	Time resolution dependence of information measures for spiking neurons: scaling and universality. Frontiers Comput. Neurosci. James P. Crutchfield, Michael Robert DeWeese, Sarah E. Marzen
2014	J	`jnl`	Chaotic Crystallography: How the physics of information reveals structural order in materials. CoRR Dowman P. Varn, James P. Crutchfield
2014	J	`jnl`	Circumventing the Curse of Dimensionality in Prediction: Causal Rate-Distortion for Infinite-Order Markov Processes. CoRR Sarah Marzen, James P. Crutchfield
2014	J	`jnl`	Computational Mechanics of Input-Output Processes: Structured transformations and the ε-transducer. CoRR Nix Barnett, James P. Crutchfield
2014	J	`jnl`	Diffraction Patterns of Layered Close-packed Structures from Hidden Markov Models. CoRR Paul M. Riechers, Dowman P. Varn, James P. Crutchfield
2014	J	`jnl`	Infinite Excess Entropy Processes with Countable-State Generators. Entropy Nicholas F. Travers, James P. Crutchfield
2014	J	`jnl`	Information Anatomy of Stochastic Equilibria. CoRR Sarah Marzen, James P. Crutchfield
2014	J	`jnl`	Information Anatomy of Stochastic Equilibria. Entropy Sarah Marzen, James P. Crutchfield
2014	J	`jnl`	Informational and Causal Architecture of Discrete-Time Renewal Processes. CoRR Sarah Marzen, James P. Crutchfield
2014	J	`jnl`	Intersection Information Based on Common Randomness. Entropy Virgil Griffith, Edwin K. P. Chong, Ryan G. James, Christopher J. Ellison, James P. Crutchfield
2014	J	`jnl`	Pairwise Correlations in Layered Close-Packed Structures. CoRR Paul M. Riechers, Dowman P. Varn, James P. Crutchfield
2014	J	`jnl`	Understanding and Designing Complex Systems: Response to "A framework for optimal high-level descriptions in science and engineering - preliminary report". CoRR James P. Crutchfield, Ryan G. James, Sarah Marzen, Dowman P. Varn
2013	J	`jnl`	Bayesian Structural Inference for Hidden Processes. CoRR Christopher C. Strelioff, James P. Crutchfield
2013	J	`jnl`	Chaos Forgets and Remembers: Measuring Information Creation, Destruction, and Storage. CoRR Ryan G. James, Korana Burke, James P. Crutchfield
2013	J	`jnl`	Exact Complexity: The Spectral Decomposition of Intrinsic Computation. CoRR James P. Crutchfield, Christopher J. Ellison, Paul M. Riechers
2013	J	`jnl`	Intersection Information based on Common Randomness. CoRR Virgil Griffith, Edwin K. P. Chong, Ryan G. James, Christopher J. Ellison, James P. Crutchfield
2012	J	`jnl`	Structural Drift: The Population Dynamics of Sequential Learning. PLoS Comput. Biol. James P. Crutchfield, Sean Whalen
2011	J	`jnl`	Anatomy of a Bit: Information in a Time Series Observation CoRR Ryan G. James, Christopher J. Ellison, James P. Crutchfield
2011	J	`jnl`	Equivalence of History and Generator Epsilon-Machines CoRR Nicholas F. Travers, James P. Crutchfield
2011	J	`jnl`	How Hidden are Hidden Processes? A Primer on Crypticity and Entropy Convergence CoRR John R. Mahoney, Christopher J. Ellison, Ryan G. James, James P. Crutchfield
2011	J	`jnl`	Infinite Excess Entropy Processes with Countable-State Generators CoRR Nicholas F. Travers, James P. Crutchfield
2011	J	`jnl`	Information Symmetries in Irreversible Processes CoRR Christopher J. Ellison, John R. Mahoney, Ryan G. James, James P. Crutchfield, Joerg Reichardt
2010	J	`jnl`	Asymptotic Synchronization for Finite-State Sources CoRR Nicholas F. Travers, James P. Crutchfield
2010	J	`jnl`	Computation in Sofic Quantum Dynamical Systems. Nat. Comput. Karoline Wiesner, James P. Crutchfield
2010	J	`jnl`	Enumerating Finitary Processes CoRR Benjamin D. Johnson, James P. Crutchfield, Christopher J. Ellison, Carl S. McTague
2010	J	`jnl`	Exact Synchronization for Finite-State Sources CoRR Nicholas F. Travers, James P. Crutchfield
2010	C	`conf`	Hidden Markov Models for Automated Protocol Learning. SecureComm Sean Whalen, Matt Bishop, James P. Crutchfield
2010	J	`jnl`	Many Roads to Synchrony: Natural Time Scales and Their Algorithms CoRR Ryan G. James, John R. Mahoney, Christopher J. Ellison, James P. Crutchfield
2010	J	`jnl`	Order and disorder in open systems. Complex. Alfred W. Hübler, James P. Crutchfield
2010	J	`jnl`	Structural Drift: The Population Dynamics of Sequential Learning CoRR James P. Crutchfield, Sean Whalen
2010	J	`jnl`	Synchronization and Control in Intrinsic and Designed Computation: An Information-Theoretic Analysis of Competing Models of Stochastic Computation CoRR James P. Crutchfield, Christopher J. Ellison, Ryan G. James, John R. Mahoney
2010	J	`jnl`	The Past and the Future in the Present CoRR James P. Crutchfield, Christopher J. Ellison
2009	C	`conf`	Computational Mechanics: Natural Computation and Self-organization. UC James P. Crutchfield
2009	J	`jnl`	Prediction, Retrodiction, and The Amount of Information Stored in the Present CoRR Christopher J. Ellison, John R. Mahoney, James P. Crutchfield
2008	J	`jnl`	Hierarchical Self-Organization in the Finitary Process Soup. Artif. Life Olof Görnerup, James P. Crutchfield
2008	J	`jnl`	Language Diversity of Measured Quantum Processes. Int. J. Unconv. Comput. Karoline Wiesner, James P. Crutchfield
2007	C	`conf`	Computation in Sofic Quantum Dynamical Systems. UC Karoline Wiesner, James P. Crutchfield
2007	J	`jnl`	Optimal Causal Inference CoRR Susanne Still, James P. Crutchfield, Christopher J. Ellison
2007	J	`jnl`	Structure or Noise? CoRR Susanne Still, James P. Crutchfield
2006	J	`jnl`	Automated pattern detection - An algorithm for constructing optimally synchronizing multi-regular language filters. Theor. Comput. Sci. Carl S. McTague, James P. Crutchfield
2006	J	`jnl`	How Random is a Coin Toss? Bayesian Inference and the Symbolic Dynamics of Deterministic Chaos CoRR Christopher C. Strelioff, James P. Crutchfield
2004	J	`jnl`	Automated Pattern Detection - An Algorithm for Constructing Optimally Synchronizing Multi-Regular Language Filters CoRR Carl S. McTague, James P. Crutchfield
2004	J	`jnl`	Synchronizing to Periodicity: the Transient Information and Synchronization Time of Periodic Sequences. Adv. Complex Syst. David P. Feldman, James P. Crutchfield
2003	—	`ch.`	What Lies Between Order and Chaos? Art and Complexity James P. Crutchfield
2002	J	`jnl`	An Algorithm for Pattern Discovery in Time Series CoRR Cosma Rohilla Shalizi, Kristina Lisa Shalizi, James P. Crutchfield
2002	Misc	`conf`	Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study. International Conference on Computational Science (1) Francisco Jiménez-Morales, Melanie Mitchell, James P. Crutchfield
2002	J	`jnl`	Information Bottlenecks, Causal States, and Statistical Relevance Bases: How to Represent Relevant Information in memoryless transduction. Adv. Complex Syst. Cosma Rohilla Shalizi, James P. Crutchfield
2001	J	`jnl`	Evolving two-dimensional cellular automata to perform density classification: A report on work in progress. Parallel Comput. Francisco Jiménez-Morales, James P. Crutchfield, Melanie Mitchell
2001	J	`jnl`	Optimizing Epochal Evolutionary Search: Population-Size Dependent Theory. Mach. Learn. Erik van Nimwegen, James P. Crutchfield
2001	J	`jnl`	Synchronizing to the Environment: Information-Theoretic Constraints on Agent Learning. Adv. Complex Syst. James P. Crutchfield, David P. Feldman
2000	J	`jnl`	Information Bottlenecks, Causal States, and Statistical Relevance Bases: How to Represent Relevant Information in Memoryless Transduction CoRR Cosma Rohilla Shalizi, James P. Crutchfield
2000	J	`jnl`	Pattern Discovery and Computational Mechanics CoRR Cosma Rohilla Shalizi, James P. Crutchfield
2000	J	`jnl`	Quantum automata and quantum grammars. Theor. Comput. Sci. Cristopher Moore, James P. Crutchfield
2000	J	`jnl`	Resource sharing and coevolution in evolving cellular automata. IEEE Trans. Evol. Comput. Justin Werfel, Melanie Mitchell, James P. Crutchfield
1999	J	`jnl`	Computational Mechanics: Pattern and Prediction, Structure and Simplicity CoRR Cosma Rohilla Shalizi, James P. Crutchfield
1999	J	`jnl`	Statistical Dynamics of the Royal Road Genetic Algorithm. Theor. Comput. Sci. Erik van Nimwegen, James P. Crutchfield, Melanie Mitchell
1998	A	`conf`	Mechanisms of Emergent Computation in Cellular Automata. PPSN Wim Hordijk, James P. Crutchfield, Melanie Mitchell
1995	—	`conf`	Evolving Globally Synchronized Cellular Automata. ICGA Rajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson
1994	A	`conf`	A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata. PPSN Rajarshi Das, Melanie Mitchell, James P. Crutchfield
1993	J	`jnl`	Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations. Complex Syst. Melanie Mitchell, Peter T. Hraber, James P. Crutchfield
1987	J	`jnl`	Equations of Motion from a Data Series. Complex Syst. James P. Crutchfield, Bruce S. McNamara