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Symbolic Regression

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

Papers

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Showing 1–10 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
Physical Symbolic OptimizationCode3
Class Symbolic Regression: Gotta Fit 'Em AllCode3
An end-to-end strategy for recovering a free-form potential from a snapshot of stellar coordinatesCode3
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical lawsCode3
A Neural Symbolic Model for Space PhysicsCode2
SymbolFit: Automatic Parametric Modeling with Symbolic RegressionCode2
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