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Erik M. Bollt

Clarkson University
United States Naval Academy

285

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Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling.

2022 CoRR
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Emergent Hierarchy Through Conductance-based Degree Constraints

2021
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Spatial Mesh Refinement using Cubic Smoothing Spline Interpolation in Simulation of 2-D Elastic Wave Equation: Forward Modeling of Full-waveform Inversion

2021
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Entropic regression with neurologically motivated applications

2021 Chaos
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Randomized Projection Learning Method forDynamic Mode Decomposition

2021
- Sudam Surasinghe
- Erik M. Bollt
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On explaining the surprising success of reservoir computing forecaster of chaos? The universal machine learning dynamical system with contrast to VAR and DMD

2021 Chaos
- Erik M. Bollt
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Beach-level 24-hour forecasts of Florida red tide-induced respiratory irritation.

2021 arXiv: Data Analysis, Statistics and Probability
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Restoration of time-of-flight (ToF) underwater images using TV regularization

2021
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Geometric Considerations of a Good Dictionary for Koopman Analysis of Dynamical Systems: Cardinality, 'Primary Eigenfunction,' and Efficient Representation.

2021 arXiv: Dynamical Systems
- Erik M. Bollt
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Stochastic and mixed flower graphs.

2021 arXiv: Physics and Society
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