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Shirin Hosseinmardi

Operator Learning with Gaussian Processes

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Sep 06, 2024
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Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes

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Aug 07, 2024
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Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers

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Mar 22, 2024
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Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations

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Jan 07, 2024
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