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Symbolic Regression

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

Papers

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Showing 181–190 of 418 papers

TitleStatusHype
Machine-Guided Discovery of a Real-World Rogue Wave ModelCode1
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation FunctionsCode0
Symbolic Regression as Feature Engineering Method for Machine and Deep Learning Regression Tasks—0
Interpretable Neural PDE Solvers using Symbolic Frameworks—0
Optimal Inflationary Potentials—0
A representation learning approach to probe for dynamical dark energy in matter power spectra—0
Machine learning in physics: a short guideCode1
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus—0
On sparse regression, Lp-regularization, and automated model discovery—0
ODEFormer: Symbolic Regression of Dynamical Systems with TransformersCode1
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