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Symbolic Regression

producing a mathematical expression (symbolic expression) that fits a given tabular data.

Papers

Showing 110 of 418 papers

TitleStatusHype
EvoGP: A GPU-accelerated Framework for Tree-based Genetic ProgrammingCode7
On Neural Differential EquationsCode5
DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid SpacesCode4
Recent Advances on Machine Learning for Computational Fluid Dynamics: A SurveyCode3
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical lawsCode3
An end-to-end strategy for recovering a free-form potential from a snapshot of stellar coordinatesCode3
Physical Symbolic OptimizationCode3
Class Symbolic Regression: Gotta Fit 'Em AllCode3
Discovering Symbolic Models from Deep Learning with Inductive BiasesCode2
Interpretable Machine Learning for Science with PySR and SymbolicRegression.jlCode2
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