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Wolfgang Nowak

Inferring Underwater Topography with FINN

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Aug 20, 2024
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The Deep Arbitrary Polynomial Chaos Neural Network or how Deep Artificial Neural Networks could benefit from Data-Driven Homogeneous Chaos Theory

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Jun 26, 2023
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Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning

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Jun 14, 2023
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The sparse Polynomial Chaos expansion: a fully Bayesian approach with joint priors on the coefficients and global selection of terms

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Apr 12, 2022
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Composing Partial Differential Equations with Physics-Aware Neural Networks

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Nov 23, 2021
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Finite Volume Neural Network: Modeling Subsurface Contaminant Transport

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Apr 13, 2021
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