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Symbolic Regression

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

Papers

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Showing 141–150 of 418 papers

Title	Date	Tasks	Status	Hype	Score
Discovering the underlying analytic structure within Standard Model constants using artificial intelligence	Jun 30, 2025	Symbolic Regression	CodeCode Available	0	5
CTR-KAN: KAN for Adaptive High-Order Feature Interaction Modeling	Aug 16, 2024	Click-Through Rate PredictionComputational Efficiency	CodeCode Available	0	5
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired Constraints	Mar 24, 2025	Diversityregression	CodeCode Available	0	5
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery	Dec 10, 2019	Explainable Modelsregression	CodeCode Available	0	5
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach	Mar 22, 2023	Model Discoveryregression	CodeCode Available	0	5
Automated Modeling Method for Pathloss Model Discovery	May 29, 2025	Kolmogorov-Arnold Networksmodel	CodeCode Available	0	5
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression	Jan 25, 2024	Feature Engineeringregression	CodeCode Available	0	5
Epsilon-Lexicase Selection for Regression	May 30, 2019	regressionSymbolic Regression	CodeCode Available	0	5
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations	Dec 18, 2023	Equation Discoveryregression	CodeCode Available	0	5
P-Tree Programming	Jul 12, 2017	General ClassificationProgram induction	CodeCode Available	0	5

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