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Symbolic Regression

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

Papers

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Showing 31–40 of 418 papers

Title	Date	Tasks	Status	Hype	Score
Efficient Generator of Mathematical Expressions for Symbolic Regression	Feb 20, 2023	Evolutionary Algorithmsregression	CodeCode Available	1	5
Finding active galactic nuclei through Fink	Nov 20, 2022	Active LearningBinary Classification	CodeCode Available	1	5
Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose Degradation	Apr 4, 2025	regressionSymbolic Regression	CodeCode Available	1	5
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients	Dec 10, 2019	regressionReinforcement Learning	CodeCode Available	1	5
Dimensionless machine learning: Imposing exact units equivariance	Apr 2, 2022	BIG-bench Machine LearningSymbolic Regression	CodeCode Available	1	5
Discovering State Variables Hidden in Experimental Data	Dec 20, 2021	Symbolic Regression	CodeCode Available	1	5
A precise symbolic emulator of the linear matter power spectrum	Nov 27, 2023	Symbolic Regression	CodeCode Available	1	5
A Transformer Model for Symbolic Regression towards Scientific Discovery	Dec 7, 2023	regressionscientific discovery	CodeCode Available	1	5
Deep Generative Symbolic Regression	Dec 30, 2023	FormHeuristic Search	CodeCode Available	1	5
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data	Sep 24, 2023	Symbolic Regression	CodeCode Available	1	5

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