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Ryan N. King

Super Resolution for Renewable Energy Resource Data With Wind From Reanalysis Data (Sup3rWind) and Application to Ukraine

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Jul 26, 2024
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PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D model

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Dec 28, 2023
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PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model

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Dec 28, 2023
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Bi-fidelity Modeling of Uncertain and Partially Unknown Systems using DeepONets

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Apr 03, 2022
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GANISP: a GAN-assisted Importance SPlitting Probability Estimator

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Dec 28, 2021
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Adversarial sampling of unknown and high-dimensional conditional distributions

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Nov 08, 2021
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