Publications & Preprints

 

Selected results in 2014

Publications:

  1. 1.V. Griffith, E. K. P. Chong, R. G. James, C. J. Ellison, and J. P. Crutchfield, “Intersection Information based on Common Randomness”, Entropy 16 (2014) 1985-2000.

  2. 2.R. G. James, K. Burke, and J. P. Crutchfield, “Chaos Forgets and Remembers: Measuring Information Creation, Destruction, and Storage”, Physics Letters A 378 (2014) 2124-2127.

  3. 3.S. Marzen and J. P. Crutchfield, “Information Anatomy of Stochastic Equilibria”, Entropy 16 (2014) 4713-4748.
    [Abstract] [pdf] .

  4. 4.C. C. Strelioff and J. P. Crutchfield, “Bayesian Structural Inference for Hidden Processes”, Physical Review E 89 (2014) 042119.

  5. 5.S. Marzen and J. P. Crutchfield, “Circumventing the Curse of Dimensionality in Prediction: Causal Rate-Distortion for Infinite-Order Markov Processes”, Journal of Statistical Physics. 163:6 (2014) 1312-1338.

  6. 6.P.R. Zulkowski and M.R. DeWeese. Optimal finite-time erasure of a classical bit. Physical Review E. 89(5):052140 (2014).

  7. 7.J. Sohl-Dickstein, M. Mudigonda, and M.R. DeWeese. Hamiltonian Monte Carlo Without Detailed Balance. Proceedings of the 31st International Conference on Machine Learning (Beijing) (2014).

  8. 8.P.R. Zulkowski, D.A. Sivak, and M.R. DeWeese. Optimal control of transitions between nonequilibrium steady states. Public Library of Science ONE. 8(12):e82754 (2013).

:Preprints

  1. 1.J. P. Crutchfield, R. G. James, S. Marzen and D. P. Varn, “Understanding and Designing Complex Systems: Response to ‘A framework for optimal high-level descriptions in science and engineering---preliminary report’”, (2014).
    [Abstract] [pdf]
    Santa Fe Institute Working Paper 14-12-048. arxiv.org:1412.8520 [cond-mat.stat-mech].

  2. 2.J. P. Crutchfield, C. J. Ellison, and P. M. Riechers, “Exact Complexity: The Spectral Decomposition of Intrinsic Computation”, submitted (September 2013).
    [Abstract] [pdf]
    Santa Fe Institute Working Paper 13-09-028. arXiv:1309.3792 [cond-mat.stat-mech].

  3. 3. P. M. Riechers, D. P. Varn, and J. P. Crutchfield, “Diffraction Patterns of Layered Close-packed Structures from Hidden Markov Models”, (2014) submitted.
    [Abstract] [pdf]
    Santa Fe Institute Working Paper 2014-10-038. arxiv.org:1410.5028 [cond-mat.mtrl-sci].