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Amanda A. Howard

Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems

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Jun 28, 2024
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Self-adaptive weights based on balanced residual decay rate for physics-informed neural networks and deep operator networks

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Jun 28, 2024
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Multifidelity domain decomposition-based physics-informed neural networks for time-dependent problems

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Jan 15, 2024
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A Hybrid Deep Neural Operator/Finite Element Method for Ice-Sheet Modeling

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Jan 26, 2023
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Multifidelity Deep Operator Networks

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Apr 19, 2022
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Physics-informed CoKriging model of a redox flow battery

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Jun 17, 2021
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Learning Unknown Physics of non-Newtonian Fluids

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Aug 26, 2020
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