🏛️ The math.DS Crypt
math.DS: Where math.DS papers rest without their code.
133
Total Papers
112
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Linearly-Recurrent Autoencoder Networks for Learning Dynamics
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Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions
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Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces
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From rate distortion theory to metric mean dimension: variational principle
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Double variational principle for mean dimension
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Discovering conservation laws from data for control
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Can the Elliptic Billiard Still Surprise Us?
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The Multiverse of Dynamic Mode Decomposition Algorithms
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Double variational principle for mean dimension with potential
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Deep Learning Models for Global Coordinate Transformations that Linearize PDEs
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New Properties of Triangular Orbits in Elliptic Billiards
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Around the variational principle for metric mean dimension
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Eighty New Invariants of N-Periodics in the Elliptic Billiard
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Elementary proof of convergence to the mean-field model for the SIR process
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Application of signal analysis to the embedding problem of $\mathbb{Z}^k$-actions
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Two Timescale Stochastic Approximation with Controlled Markov noise and Off-policy temporal difference learning
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Metric mean dimension and analog compression
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Loci of 3-periodics in an Elliptic Billiard: why so many ellipses?
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Geometric Considerations of a Good Dictionary for Koopman Analysis of Dynamical Systems: Cardinality, 'Primary Eigenfunction,' and Efficient Representation
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Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling
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On optimal coding of non-linear dynamical systems
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A Data Driven Method for Computing Quasipotentials
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