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07/11/2023
Exploring Model Misspecification in Statistical Finite Elements via Shallow Water Equations
The abundance of observed data in recent years has increased the number ...
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09/30/2022
Φ-DVAE: Learning Physically Interpretable Representations with Nonlinear Filtering
Incorporating unstructured data into physical models is a challenging pr...
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10/21/2021
Statistical Finite Elements via Langevin Dynamics
The recent statistical finite element method (statFEM) provides a cohere...
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09/10/2021