| Year |
Citation |
Score |
| 2022 |
Brodu N, Crutchfield JP. Discovering causal structure with reproducing-kernel Hilbert space ε-machines. Chaos (Woodbury, N.Y.). 32: 023103. PMID 35232043 DOI: 10.1063/5.0062829 |
0.303 |
|
| 2020 |
Loomis SP, Crutchfield JP. Thermodynamically-efficient local computation and the inefficiency of quantum memory compression Physical Review Research. 2. DOI: 10.1103/Physrevresearch.2.023039 |
0.304 |
|
| 2020 |
Saira O, Matheny MH, Katti R, Fon W, Wimsatt G, Crutchfield JP, Han S, Roukes ML. Nonequilibrium thermodynamics of erasure with superconducting flux logic Physical Review Research. 2. DOI: 10.1103/Physrevresearch.2.013249 |
0.324 |
|
| 2019 |
Salova A, Emenheiser J, Rupe A, Crutchfield JP, D'Souza RM. Koopman operator and its approximations for systems with symmetries. Chaos (Woodbury, N.Y.). 29: 093128. PMID 31575142 DOI: 10.1063/1.5099091 |
0.329 |
|
| 2019 |
Rundle JB, Giguere A, Turcotte DL, Crutchfield JP, Donnellan A. Global Seismic Nowcasting With Shannon Information Entropy. Earth and Space Science (Hoboken, N.J.). 6: 191-197. PMID 30854411 DOI: 10.1029/2018Ea000464 |
0.301 |
|
| 2019 |
Matheny MH, Emenheiser J, Fon W, Chapman A, Salova A, Rohden M, Li J, Hudoba de Badyn M, Pósfai M, Duenas-Osorio L, Mesbahi M, Crutchfield JP, Cross MC, D'Souza RM, Roukes ML. Exotic states in a simple network of nanoelectromechanical oscillators. Science (New York, N.Y.). 363. PMID 30846570 DOI: 10.1126/Science.Aav7932 |
0.35 |
|
| 2019 |
Loomis SP, Crutchfield JP. Strong and Weak Optimizations in Classical and Quantum Models of Stochastic Processes Journal of Statistical Physics. 176: 1317-1342. DOI: 10.1007/S10955-019-02344-X |
0.325 |
|
| 2018 |
Marzen SE, Crutchfield JP. Optimized bacteria are environmental prediction engines. Physical Review. E. 98: 012408. PMID 30110764 DOI: 10.1103/Physreve.98.012408 |
0.355 |
|
| 2018 |
Rupe A, Crutchfield JP. Local causal states and discrete coherent structures. Chaos (Woodbury, N.Y.). 28: 075312. PMID 30070532 DOI: 10.1063/1.5021130 |
0.373 |
|
| 2018 |
Riechers PM, Crutchfield JP. Spectral simplicity of apparent complexity. II. Exact complexities and complexity spectra. Chaos (Woodbury, N.Y.). 28: 033116. PMID 29604661 DOI: 10.1063/1.4986248 |
0.429 |
|
| 2018 |
Riechers PM, Crutchfield JP. Spectral simplicity of apparent complexity. I. The nondiagonalizable metadynamics of prediction. Chaos (Woodbury, N.Y.). 28: 033115. PMID 29604656 DOI: 10.1063/1.4985199 |
0.339 |
|
| 2018 |
Ruebeck JB, James RG, Mahoney JR, Crutchfield JP. Prediction and generation of binary Markov processes: Can a finite-state fox catch a Markov mouse? Chaos (Woodbury, N.Y.). 28: 013109. PMID 29390624 DOI: 10.1063/1.5003041 |
0.368 |
|
| 2018 |
Boyd AB, Mandal D, Crutchfield JP. Thermodynamics of Modularity: Structural Costs Beyond the Landauer Bound Physical Review X. 8. DOI: 10.1103/Physrevx.8.031036 |
0.364 |
|
| 2017 |
James RG, Mahoney JR, Crutchfield JP. Information trimming: Sufficient statistics, mutual information, and predictability from effective channel states. Physical Review. E. 95: 060102. PMID 28709305 DOI: 10.1103/Physreve.95.060102 |
0.346 |
|
| 2017 |
Aghamohammadi C, Crutchfield JP. Thermodynamics of random number generation. Physical Review. E. 95: 062139. PMID 28709242 DOI: 10.1103/Physreve.95.062139 |
0.346 |
|
| 2017 |
Boyd AB, Mandal D, Riechers PM, Crutchfield JP. Transient Dissipation and Structural Costs of Physical Information Transduction. Physical Review Letters. 118: 220602. PMID 28621996 DOI: 10.1103/Physrevlett.118.220602 |
0.365 |
|
| 2017 |
Marzen SE, Crutchfield JP. Nearly maximally predictive features and their dimensions. Physical Review. E. 95: 051301. PMID 28618578 DOI: 10.1103/Physreve.95.051301 |
0.324 |
|
| 2017 |
Aghamohammadi C, Crutchfield JP. Minimum memory for generating rare events. Physical Review. E. 95: 032101. PMID 28415193 DOI: 10.1103/Physreve.95.032101 |
0.303 |
|
| 2017 |
Marzen S, Crutchfield JP. Informational and Causal Architecture of Continuous-time Renewal Processes Journal of Statistical Physics. 168: 109-127. DOI: 10.1007/S10955-017-1793-Z |
0.402 |
|
| 2016 |
Emenheiser J, Chapman A, Pósfai M, Crutchfield JP, Mesbahi M, D'Souza RM. Patterns of patterns of synchronization: Noise induced attractor switching in rings of coupled nonlinear oscillators. Chaos (Woodbury, N.Y.). 26: 094816. PMID 27781453 DOI: 10.1063/1.4960191 |
0.312 |
|
| 2016 |
Varn DP, Crutchfield JP. What did Erwin mean? The physics of information from the materials genomics of aperiodic crystals and water to molecular information catalysts and life. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 374. PMID 26857672 DOI: 10.1098/Rsta.2015.0067 |
0.324 |
|
| 2016 |
Riechers PM, Mahoney JR, Aghamohammadi C, Crutchfield JP. Minimized state complexity of quantum-encoded cryptic processes Physical Review a - Atomic, Molecular, and Optical Physics. 93. DOI: 10.1103/Physreva.93.052317 |
0.357 |
|
| 2016 |
Marzen SE, Crutchfield JP. Predictive Rate-Distortion for Infinite-Order Markov Processes Journal of Statistical Physics. 1-27. DOI: 10.1007/S10955-016-1520-1 |
0.372 |
|
| 2015 |
Marzen SE, Crutchfield JP. Informational and causal architecture of discrete-time renewal processes Entropy. 17: 4891-4917. DOI: 10.3390/e17074891 |
0.327 |
|
| 2015 |
Barnett N, Crutchfield JP. Computational Mechanics of Input–Output Processes: Structured Transformations and the ϵ-Transducer Journal of Statistical Physics. 161: 404-451. DOI: 10.1007/S10955-015-1327-5 |
0.352 |
|
| 2014 |
James RG, Mahoney JR, Ellison CJ, Crutchfield JP. Many roads to synchrony: natural time scales and their algorithms. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 89: 042135. PMID 24827220 DOI: 10.1103/Physreve.89.042135 |
0.389 |
|
| 2014 |
Strelioff CC, Crutchfield JP. Bayesian structural inference for hidden processes. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 89: 042119. PMID 24827205 DOI: 10.1103/Physreve.89.042119 |
0.379 |
|
| 2014 |
Marzen S, Crutchfield JP. Information anatomy of stochastic equilibria Entropy. 16: 4713-4748. DOI: 10.3390/E16094713 |
0.327 |
|
| 2014 |
Griffith V, Chong EKP, James RG, Ellison CJ, Crutchfield JP. Intersection information based on common randomness Entropy. 16: 1985-2000. DOI: 10.3390/E16041985 |
0.31 |
|
| 2014 |
Travers NF, Crutchfield JP. Infinite excess entropy processes with countable-state generators Entropy. 16: 1396-1413. DOI: 10.3390/E16031396 |
0.738 |
|
| 2014 |
James RG, Burke K, Crutchfield JP. Chaos forgets and remembers: Measuring information creation, destruction, and storage Physics Letters, Section a: General, Atomic and Solid State Physics. 378: 2124-2127. DOI: 10.1016/J.Physleta.2014.05.014 |
0.354 |
|
| 2013 |
Varn DP, Canright GS, Crutchfield JP. ε-Machine spectral reconstruction theory: a direct method for inferring planar disorder and structure from X-ray diffraction studies. Acta Crystallographica. Section a, Foundations of Crystallography. 69: 197-206. PMID 23403970 DOI: 10.1107/S0108767312046582 |
0.305 |
|
| 2012 |
Crutchfield JP, Whalen S. Structural drift: the population dynamics of sequential learning. Plos Computational Biology. 8: e1002510. PMID 22685387 DOI: 10.1371/Journal.Pcbi.1002510 |
0.323 |
|
| 2012 |
Crutchfield JP. Between order and chaos Nature Physics. 8: 17-24. DOI: 10.1038/Nphys2190 |
0.338 |
|
| 2011 |
Mahoney JR, Ellison CJ, James RG, Crutchfield JP. How hidden are hidden processes? A primer on crypticity and entropy convergence. Chaos (Woodbury, N.Y.). 21: 037112. PMID 21974675 DOI: 10.1063/1.3637502 |
0.43 |
|
| 2011 |
James RG, Ellison CJ, Crutchfield JP. Anatomy of a bit: Information in a time series observation. Chaos (Woodbury, N.Y.). 21: 037109. PMID 21974672 DOI: 10.1063/1.3637494 |
0.374 |
|
| 2011 |
Ellison CJ, Mahoney JR, James RG, Crutchfield JP, Reichardt J. Information symmetries in irreversible processes. Chaos (Woodbury, N.Y.). 21: 037107. PMID 21974670 DOI: 10.1063/1.3637490 |
0.403 |
|
| 2011 |
Travers NF, Crutchfield JP. Asymptotic Synchronization for Finite-State Sources Journal of Statistical Physics. 145: 1202-1223. DOI: 10.1007/S10955-011-0349-X |
0.74 |
|
| 2011 |
Travers NF, Crutchfield JP. Exact Synchronization for Finite-State Sources Journal of Statistical Physics. 145: 1181-1201. DOI: 10.1007/S10955-011-0342-4 |
0.751 |
|
| 2010 |
Crutchfield JP, Ellison CJ, James RG, Mahoney JR. Synchronization and control in intrinsic and designed computation: an information-theoretic analysis of competing models of stochastic computation. Chaos (Woodbury, N.Y.). 20: 037105. PMID 20887071 DOI: 10.1063/1.3489888 |
0.428 |
|
| 2010 |
Crutchfield JP, Ditto WL, Sinha S. Introduction to focus issue: intrinsic and designed computation: information processing in dynamical systems--beyond the digital hegemony. Chaos (Woodbury, N.Y.). 20: 037101. PMID 20887067 DOI: 10.1063/1.3492712 |
0.359 |
|
| 2010 |
HüBler A, Crutchfield JP. Order and disorder in open systems Complexity. 16: 6-9. DOI: 10.1002/Cplx.V16:1 |
0.305 |
|
| 2009 |
Crutchfield JP, Ellison CJ, Mahoney JR. Time's barbed arrow: irreversibility, crypticity, and stored information. Physical Review Letters. 103: 094101. PMID 19792799 DOI: 10.1103/Physrevlett.103.094101 |
0.395 |
|
| 2008 |
Feldman DP, McTague CS, Crutchfield JP. The organization of intrinsic computation: complexity-entropy diagrams and the diversity of natural information processing. Chaos (Woodbury, N.Y.). 18: 043106. PMID 19123616 DOI: 10.1063/1.2991106 |
0.409 |
|
| 2008 |
Görnerup O, Crutchfield JP. Hierarchical self-organization in the finitary process soup. Artificial Life. 14: 245-54. PMID 18489247 DOI: 10.1162/Artl.2008.14.3.14301 |
0.317 |
|
| 2008 |
Crutchfield JP, Wiesner K. Intrinsic quantum computation Physics Letters, Section a: General, Atomic and Solid State Physics. 372: 375-380. DOI: 10.1016/J.Physleta.2007.07.052 |
0.306 |
|
| 2008 |
Wiesner K, Crutchfield JP. Computation in finitary stochastic and quantum processes Physica D: Nonlinear Phenomena. 237: 1173-1195. DOI: 10.1016/J.Physd.2008.01.021 |
0.354 |
|
| 2007 |
Strelioff CC, Crutchfield JP. Optimal instruments and models for noisy chaos. Chaos (Woodbury, N.Y.). 17: 043127. PMID 18163791 DOI: 10.1063/1.2818152 |
0.335 |
|
| 2007 |
Strelioff CC, Crutchfield JP, Hübler AW. Inferring Markov chains: Bayesian estimation, model comparison, entropy rate, and out-of-class modeling. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 76: 011106. PMID 17677409 DOI: 10.1103/Physreve.76.011106 |
0.354 |
|
| 2007 |
Varn DP, Canright GS, Crutchfield JP. Inferring planar disorder in close-packed structures via epsilon-machine spectral reconstruction theory: structure and intrinsic computation in zinc sulfide. Acta Crystallographica. Section B, Structural Science. 63: 169-82. PMID 17374926 DOI: 10.1107/S0108768106043084 |
0.312 |
|
| 2007 |
Wiesner K, Crutchfield JP. Computation in sofie quantum dynamical systems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4618: 214-225. DOI: 10.1007/S11047-009-9132-1 |
0.326 |
|
| 2006 |
Crutchfield JP, Görnerup O. Objects that make objects: the population dynamics of structural complexity. Journal of the Royal Society, Interface / the Royal Society. 3: 345-9. PMID 16849243 DOI: 10.1098/Rsif.2006.0114 |
0.312 |
|
| 2006 |
McTague CS, Crutchfield JP. Automated pattern detection-An algorithm for constructing optimally synchronizing multi-regular language filters Theoretical Computer Science. 359: 306-328. DOI: 10.1016/J.Tcs.2006.05.002 |
0.336 |
|
| 2005 |
Ay N, Crutchfield JP. Reductions of hidden information sources Journal of Statistical Physics. 120: 659-684. DOI: 10.1007/S10955-005-6797-4 |
0.441 |
|
| 2004 |
Feldman DP, Crutchfield JP. Synchronizing to periodicity: The transient information and synchronization time of periodic sequences Advances in Complex Systems. 7: 329-355. DOI: 10.1142/S0219525904000196 |
0.309 |
|
| 2003 |
Feldman DP, Crutchfield JP. Structural information in two-dimensional patterns: entropy convergence and excess entropy. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 67: 051104. PMID 12786131 DOI: 10.1103/Physreve.67.051104 |
0.334 |
|
| 2003 |
Crutchfield JP, Feldman DP. Regularities unseen, randomness observed: levels of entropy convergence. Chaos (Woodbury, N.Y.). 13: 25-54. PMID 12675408 DOI: 10.1063/1.1530990 |
0.398 |
|
| 2002 |
SHALIZI CR, CRUTCHFIELD JP. INFORMATION BOTTLENECKS, CAUSAL STATES, AND STATISTICAL RELEVANCE BASES: HOW TO REPRESENT RELEVANT INFORMATION IN MEMORYLESS TRANSDUCTION Advances in Complex Systems. 5: 91-95. DOI: 10.1142/S0219525902000481 |
0.7 |
|
| 2001 |
CRUTCHFIELD JP, FELDMAN DP. SYNCHRONIZING TO THE ENVIRONMENT: INFORMATION-THEORETIC CONSTRAINTS ON AGENT LEARNING Advances in Complex Systems. 4: 251-264. DOI: 10.1142/S021952590100019X |
0.347 |
|
| 2001 |
Shalizi CR, Crutchfield JP. Computational mechanics: Pattern and prediction, structure and simplicity Journal of Statistical Physics. 104: 817-879. DOI: 10.1023/A:1010388907793 |
0.701 |
|
| 2001 |
Hordijk W, Shalizi CR, Crutchfield JP. Upper bound on the products of particle interactions in cellular automata Physica D: Nonlinear Phenomena. 154: 240-258. DOI: 10.1016/S0167-2789(01)00252-4 |
0.668 |
|
| 2000 |
Werfel J, Mitchell M, Crutchfield JP. Resource sharing and coevolution in evolving cellular automata Ieee Transactions On Evolutionary Computation. 4: 388-393. DOI: 10.1109/4235.887238 |
0.664 |
|
| 2000 |
Van Nimwegen E, Crutchfield JP. Optimizing epochal evolutionary search: Population-size independent theory Computer Methods in Applied Mechanics and Engineering. 186: 171-194. DOI: 10.1023/A:1010928206141 |
0.326 |
|
| 1999 |
Crutchfield JP, Shalizi CR. Thermodynamic depth of causal states: Objective complexity via minimal representations Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 59: 275-283. DOI: 10.1103/Physreve.59.275 |
0.706 |
|
| 1999 |
Van Nimwegen E, Crutchfield JP, Mitchell M. Statistical Dynamics of the Royal Road Genetic Algorithm Theoretical Computer Science. 229: 41-102. DOI: 10.1016/S0304-3975(99)00119-X |
0.696 |
|
| 1998 |
Crutchfield JP. Dynamical embodiments of computation in cognitive processes Behavioral and Brain Sciences. 21: 635-635. DOI: 10.1017/S0140525X98291734 |
0.305 |
|
| 1998 |
Feldman DP, Crutchfield JP. Measures of statistical complexity: Why? Physics Letters, Section a: General, Atomic and Solid State Physics. 238: 244-252. DOI: 10.1016/S0375-9601(97)00855-4 |
0.321 |
|
| 1997 |
Crutchfield JP, Feldman DP. Statistical complexity of simple one-dimensional spin systems Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 55. DOI: 10.1103/Physreve.55.R1239 |
0.301 |
|
| 1997 |
Van Nimwegen E, Crutchfield JP, Mitchell M. Finite populations induce metastability in evolutionary search Physics Letters, Section a: General, Atomic and Solid State Physics. 229: 144-150. DOI: 10.1016/S0375-9601(97)00192-8 |
0.674 |
|
| 1995 |
Crutchfield JP, Mitchell M. The evolution of emergent computation Proceedings of the National Academy of Sciences of the United States of America. 92: 10742-10746. DOI: 10.1073/Pnas.92.23.10742 |
0.691 |
|
| 1994 |
Steiman-Cameron TY, Young K, Scargle JD, Crutchfield JP, Imamura JN, Wolff MT, Wood KS. Dripping handrails and the quasi-periodic oscillations of the AM herculis objects Astrophysical Journal. 435: 775-783. DOI: 10.1086/174855 |
0.313 |
|
| 1994 |
Mitchell M, Crutchfield JP, Hraber PT. Evolving cellular automata to perform computations: mechanisms and impediments Physica D: Nonlinear Phenomena. 75: 361-391. DOI: 10.1016/0167-2789(94)90293-3 |
0.653 |
|
| 1994 |
Crutchfield JP. The calculi of emergence: computation, dynamics and induction Physica D: Nonlinear Phenomena. 75: 11-54. DOI: 10.1016/0167-2789(94)90273-9 |
0.391 |
|
| 1993 |
Crutchfield JP, Hanson JE. Attractor vicinity decay for a cellular automaton. Chaos (Woodbury, N.Y.). 3: 215-224. PMID 12780030 DOI: 10.1063/1.165986 |
0.337 |
|
| 1993 |
Crutchfield JP, Hanson JE. Turbulent pattern bases for cellular automata Physica D: Nonlinear Phenomena. 69: 279-301. DOI: 10.1016/0167-2789(93)90092-F |
0.311 |
|
| 1992 |
Crutchfield JP. Unreconstructible at any radius Physics Letters A. 171: 52-60. DOI: 10.1016/0375-9601(92)90132-6 |
0.323 |
|
| 1992 |
Hanson JE, Crutchfield JP. The attractor-basin portrait of a cellular automaton Journal of Statistical Physics. 66: 1415-1462. DOI: 10.1007/Bf01054429 |
0.334 |
|
| 1989 |
Crutchfield JP, Young K. Inferring statistical complexity Physical Review Letters. 63: 105-108. DOI: 10.1103/Physrevlett.63.105 |
0.348 |
|
| 1988 |
Crutchfield JP. Spatio-Temporal Complexity in Nonlinear Image Processing Ieee Transactions On Circuits and Systems. 35: 770-780. DOI: 10.1109/31.1821 |
0.312 |
|
| 1988 |
Crutchfield JP, Kaneko K. Are attractors relevant to turbulence? Physical Review Letters. 60: 2715-2718. DOI: 10.1103/Physrevlett.60.2715 |
0.313 |
|
| 1983 |
Brandstäter A, Swift J, Swinney HL, Wolf A, Farmer JD, Jen E, Crutchfield JP. Erratum: Low-dimensional chaos in a hydrodynamic system (Physical Review Letters (1983) 51, 19, (1814)) Physical Review Letters. 51. DOI: 10.1103/Physrevlett.51.1814.3 |
0.596 |
|
| 1983 |
Crutchfield JP, Packard NH. Symbolic dynamics of noisy chaos Physica D: Nonlinear Phenomena. 7: 201-223. DOI: 10.1016/0167-2789(83)90127-6 |
0.391 |
|
| 1982 |
Crutchfield JP, Packard NH. Symbolic dynamics of one-dimensional maps: Entropies, finite precision, and noise International Journal of Theoretical Physics. 21: 433-466. DOI: 10.1007/Bf02650178 |
0.353 |
|
| 1981 |
Froehling H, Crutchfield JP, Farmer D, Packard NH, Shaw R. On determining the dimension of chaotic flows Physica D: Nonlinear Phenomena. 3: 605-617. DOI: 10.1016/0167-2789(81)90043-9 |
0.322 |
|
| 1980 |
Farmer D, Crutchfield J, Froehling H, Packard N, Shaw R. POWER SPECTRA AND MIXING PROPERTIES OF STRANGE ATTRACTORS Annals of the New York Academy of Sciences. 357: 453-471. DOI: 10.1111/J.1749-6632.1980.Tb29710.X |
0.321 |
|
| 1980 |
Packard NH, Crutchfield JP, Farmer JD, Shaw RS. Geometry from a time series Physical Review Letters. 45: 712-716. DOI: 10.1103/Physrevlett.45.712 |
0.315 |
|
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