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Model Discovery

discovering PDEs from spatiotemporal data

Papers

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Showing 76–87 of 87 papers

TitleStatusHype
Discovery of Governing Equations with Recursive Deep Neural Networks—0
End-to-end Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning—0
Error-in-variables modelling for operator learning—0
Exploiting Leaderboards for Large-Scale Distribution of Malicious Models—0
Exploring hyperelastic material model discovery for human brain cortex: multivariate analysis vs. artificial neural network approaches—0
Naming Practices of Pre-Trained Models in Hugging Face—0
Extreme sparsification of physics-augmented neural networks for interpretable model discovery in mechanics—0
FactorBase: SQL for Learning A Multi-Relational Graphical Model—0
Feature Recommendation for Structural Equation Model Discovery in Process Mining—0
Fully differentiable model discovery—0
GN-SINDy: Greedy Sampling Neural Network in Sparse Identification of Nonlinear Partial Differential Equations—0
GPTIPS 2: an open-source software platform for symbolic data mining—0
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