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Victor Churchill

Principal Component Flow Map Learning of PDEs from Incomplete, Limited, and Noisy Data

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Jul 15, 2024
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Flow Map Learning for Unknown Dynamical Systems: Overview, Implementation, and Benchmarks

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Jul 20, 2023
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Sub-aperture SAR Imaging with Uncertainty Quantification

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Aug 25, 2022
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Learning Fine Scale Dynamics from Coarse Observations via Inner Recurrence

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Jun 03, 2022
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Deep Learning of Chaotic Systems from Partially-Observed Data

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May 12, 2022
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Robust Modeling of Unknown Dynamical Systems via Ensemble Averaged Learning

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Mar 07, 2022
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Deep Neural Network Modeling of Unknown Partial Differential Equations in Nodal Space

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Jun 07, 2021
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