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Christophe Bonneville

Accelerating Phase Field Simulations Through a Hybrid Adaptive Fourier Neural Operator with U-Net Backbone

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Jun 24, 2024
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A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling

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Mar 16, 2024
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Data-Driven Autoencoder Numerical Solver with Uncertainty Quantification for Fast Physical Simulations

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Dec 02, 2023
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GPLaSDI: Gaussian Process-based Interpretable Latent Space Dynamics Identification through Deep Autoencoder

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Aug 10, 2023
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Bayesian Deep Learning for Partial Differential Equation Parameter Discovery with Sparse and Noisy Data

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Aug 14, 2021
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