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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

TitleStatusHype
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from DataCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Finding active galactic nuclei through FinkCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Conjecturing-Based Discovery of Patterns in DataCode1
End-to-end symbolic regression with transformersCode1
syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrumCode1
A precise symbolic emulator of the linear matter power spectrumCode1
Efficient Generator of Mathematical Expressions for Symbolic RegressionCode1
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