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Amin Yousefpour

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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Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations

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Jan 07, 2024
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GP+: A Python Library for Kernel-based learning via Gaussian Processes

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Dec 12, 2023
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On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization

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Sep 06, 2023
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Unsupervised Anomaly Detection via Nonlinear Manifold Learning

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Jun 15, 2023
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Multi-Fidelity Cost-Aware Bayesian Optimization

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Nov 04, 2022
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