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Roger Ghanem

Transient anisotropic kernel for probabilistic learning on manifolds

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Jul 31, 2024
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Data-based Discovery of Governing Equations

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Dec 21, 2020
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Probabilistic learning on manifolds constrained by nonlinear partial differential equations for small datasets

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Oct 27, 2020
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Normal-bundle Bootstrap

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Jul 27, 2020
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Data-driven discovery of free-form governing differential equations

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Nov 11, 2019
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Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset

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Oct 28, 2019
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