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Symbolic Regression

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

Papers

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Showing 51–60 of 418 papers

Title	Date	Tasks	Status	Hype	Score
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients	Dec 10, 2019	regressionReinforcement Learning	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
Boolformer: Symbolic Regression of Logic Functions with Transformers	Sep 21, 2023	Binary Classificationregression	CodeCode Available	1	5
Discovering State Variables Hidden in Experimental Data	Dec 20, 2021	Symbolic Regression	CodeCode Available	1	5
Finding active galactic nuclei through Fink	Nov 20, 2022	Active LearningBinary Classification	CodeCode Available	1	5
Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework	Feb 5, 2025	Equation Discoveryregression	CodeCode Available	1	5
On the functional form of the radial acceleration relation	Jan 11, 2023	Formregression	CodeCode Available	1	5
A Transformer Model for Symbolic Regression towards Scientific Discovery	Dec 7, 2023	regressionscientific discovery	CodeCode Available	1	5
Machine-Guided Discovery of a Real-World Rogue Wave Model	Nov 21, 2023	Model Selectionregression	CodeCode Available	1	5
Multi-View Symbolic Regression	Feb 6, 2024	Astronomyregression	CodeCode Available	1	5

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