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Symbolic Regression

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

Papers

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Showing 41–50 of 418 papers

Title	Date	Tasks	Status	Hype
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification	Sep 29, 2023	parameter estimationregression	CodeCode Available	1
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data	Sep 24, 2023	Symbolic Regression	CodeCode Available	1
Boolformer: Symbolic Regression of Logic Functions with Transformers	Sep 21, 2023	Binary Classificationregression	CodeCode Available	1
Introducing Thermodynamics-Informed Symbolic Regression -- A Tool for Thermodynamic Equations of State Development	Sep 6, 2023	regressionSymbolic Regression	CodeCode Available	1
Transformer-based Planning for Symbolic Regression	Mar 13, 2023	Equation Discoveryregression	CodeCode Available	1
Efficient Generator of Mathematical Expressions for Symbolic Regression	Feb 20, 2023	Evolutionary Algorithmsregression	CodeCode Available	1
SR-Forest: A Genetic Programming based Heterogeneous Ensemble Learning Method	Feb 7, 2023	Ensemble LearningPenn Machine Learning Benchmark	CodeCode Available	1
On the functional form of the radial acceleration relation	Jan 11, 2023	Formregression	CodeCode Available	1
SRSD: Rethinking Datasets of Symbolic Regression for Scientific Discovery	Dec 2, 2022	regressionscientific discovery	CodeCode Available	1
Exhaustive Symbolic Regression	Nov 21, 2022	regressionSymbolic Regression	CodeCode Available	1

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