Complexity-calibrated benchmarks for machine learning reveal when prediction algorithms succeed and mislead von Marzen, Sarah E., Riechers, Paul M., Crutchfield, James P.

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Beyond the spectral theorem: Spectrally decomposing arbitrary functions of nondiagonalizable operators von Riechers, Paul M., Crutchfield, James P.

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Fraudulent white noise: Flat power spectra belie arbitrarily complex processes von Riechers, Paul M., Crutchfield, James P.

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Thermodynamically Ideal Quantum State Inputs to Any Device von Riechers, Paul M., Gupta, Chaitanya, Kolchinsky, Artemy, Gu, Mile

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Engines for predictive work extraction from memoryful quantum stochastic processes von Huang, Ruo Cheng, Riechers, Paul M., Gu, Mile, Narasimhachar, Varun

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Spectral simplicity of apparent complexity. I. The nondiagonalizable metadynamics of prediction von Riechers, Paul M., Crutchfield, James P.

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Balancing error and dissipation in computing von Riechers, Paul M., Boyd, Alexander B., Wimsatt, Gregory W., Crutchfield, James P.

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Exact complexity: The spectral decomposition of intrinsic computation von Crutchfield, James P., Ellison, Christopher J., Riechers, Paul M.

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Fluctuations When Driving Between Nonequilibrium Steady States von Riechers, Paul M., Crutchfield, James P.

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Spectral simplicity of apparent complexity. II. Exact complexities and complexity spectra von Riechers, Paul M., Crutchfield, James P.

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Refining Landauer’s Stack: Balancing Error and Dissipation When Erasing Information von Wimsatt, Gregory W., Boyd, Alexander B., Riechers, Paul M., Crutchfield, James P.

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Pairwise correlations in layered close‐packed structures von Riechers, P. M., Varn, D. P., Crutchfield, J. P.

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A portable multi-dimensional gas chromatographic system for field applications von Wahl, Jon H., Riechers, Douglas M., Vucelick, Mark E., Wright, Bob W.

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Geometry and Dynamics of LayerNorm von Riechers, Paul M

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Fraudulent White Noise: Flat power spectra belie arbitrarily complex processes von Riechers, P M, Crutchfield, J P

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Ultimate limit on learning non-Markovian behavior: Fisher information rate and excess information von Riechers, Paul M

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Balancing Error and Dissipation in Computing von Riechers, P M, Boyd, A B, Wimsatt, G W, Crutchfield, J P

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Fluctuations When Driving Between Nonequilibrium Steady States von Riechers, P M, Crutchfield, J P

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Geometry and Dynamics of LayerNorm von Riechers, Paul M

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TEM Analysis of Fe3O4/GaAs Hybrid Ferromagnet/Semiconductor Nanostructures von Hihath, S., Riechers, P., Kiehl, R., Chen, J., Murray, C.

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