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Symbolic Regression

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

Papers

Showing 3140 of 418 papers

TitleStatusHype
Efficient Generator of Mathematical Expressions for Symbolic RegressionCode1
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from DataCode1
Conjecturing-Based Discovery of Patterns in DataCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Deep Generative Symbolic RegressionCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
Chaos as an interpretable benchmark for forecasting and data-driven modellingCode1
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