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Symbolic Regression

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

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Showing 411–418 of 418 papers

Title	Date	Tasks	Status	Hype
Structured Kolmogorov-Arnold Neural ODEs for Interpretable Learning and Symbolic Discovery of Nonlinear Dynamics	Jun 23, 2025	Symbolic Regression	CodeCode Available	0
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression	Jul 31, 2023	Active LearningDiversity	CodeCode Available	0
Epsilon-Lexicase Selection for Regression	May 30, 2019	regressionSymbolic Regression	CodeCode Available	0
Celestial Machine Learning: Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI Feynman	Dec 19, 2023	regressionSymbolic Regression	CodeCode Available	0
Calabi-Yau Four/Five/Six-folds as P^n_w Hypersurfaces: Machine Learning, Approximation, and Generation	Nov 28, 2023	Symbolic Regression	CodeCode Available	0
Symbolic Regression via Control Variable Genetic Programming	May 25, 2023	regressionscientific discovery	CodeCode Available	0
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired Constraints	Mar 24, 2025	Diversityregression	CodeCode Available	0
Automated discovery of interpretable gravitational-wave population models	Jul 25, 2022	Symbolic Regression	CodeCode Available	0

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