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Model Discovery

discovering PDEs from spatiotemporal data

Papers

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Showing 76–87 of 87 papers

TitleStatusHype
Towards Model Discovery Using Domain Decomposition and PINNsCode0
Bi-Level optimization for parameter estimation of differential equations using interpolationCode0
Scalable Sparse Regression for Model Discovery: The Fast Lane to InsightCode0
Model discovery in the sparse sampling regimeCode0
Enhancing generalizability of model discovery across parameter space with multi-experiment equation learning (ME-EQL)Code0
SODAs: Sparse Optimization for the Discovery of Differential and Algebraic EquationsCode0
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
A toolkit for data-driven discovery of governing equations in high-noise regimesCode0
Sparsistent Model DiscoveryCode0
Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial OptimizationCode0
HyTAS: A Hyperspectral Image Transformer Architecture Search Benchmark and AnalysisCode0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
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