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Khemraj Shukla

NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements

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Jul 30, 2024
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A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks

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Jun 05, 2024
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Rethinking materials simulations: Blending direct numerical simulations with neural operators

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Dec 08, 2023
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Randomized Forward Mode of Automatic Differentiation for Optimization Algorithms

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Oct 24, 2023
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AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification

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Sep 29, 2023
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Tackling the Curse of Dimensionality with Physics-Informed Neural Networks

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Aug 09, 2023
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Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs

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Jul 18, 2023
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CrunchGPT: A chatGPT assisted framework for scientific machine learning

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Jun 27, 2023
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A Framework Based on Symbolic Regression Coupled with eXtended Physics-Informed Neural Networks for Gray-Box Learning of Equations of Motion from Data

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May 18, 2023
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Learning bias corrections for climate models using deep neural operators

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Feb 07, 2023
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