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Symbolic Regression

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

Papers

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Showing 381–390 of 418 papers

Title	Date	Tasks	Status	Hype
Machine learning of Kondo physics using variational autoencoders and symbolic regression	Jul 16, 2021	BIG-bench Machine Learningregression	CodeCode Available	0
seqKAN: Sequence processing with Kolmogorov-Arnold Networks	Feb 20, 2025	Kolmogorov-Arnold NetworksSymbolic Regression	CodeCode Available	0
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations	Apr 15, 2024	Additive modelsForm	CodeCode Available	0
Materials-Discovery Workflows Guided by Symbolic Regression: Identifying Acid-Stable Oxides for Electrocatalysis	Dec 8, 2024	Active LearningSymbolic Regression	CodeCode Available	0
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data	Jun 13, 2022	regressionSymbolic Regression	CodeCode Available	0
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions	Nov 13, 2023	regressionSymbolic Regression	CodeCode Available	0
Minimum variance threshold for epsilon-lexicase selection	Apr 8, 2024	Evolutionary Algorithmsregression	CodeCode Available	0
Symbolic regression by uniform random global search	Jun 18, 2019	global-optimizationregression	CodeCode Available	0
Improving Genetic Programming for Symbolic Regression with Equality Graphs	Jan 29, 2025	Evolutionary Algorithmsregression	CodeCode Available	0
Grammar Variational Autoencoder	Mar 6, 2017	Bayesian OptimizationSymbolic Regression	CodeCode Available	0

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