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Symbolic Regression

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

Papers

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Showing 51–60 of 418 papers

TitleStatusHype
Finding active galactic nuclei through FinkCode1
A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledgeCode1
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific DiscoveryCode1
SymFormer: End-to-end symbolic regression using transformer-based architectureCode1
End-to-end symbolic regression with transformersCode1
Dimensionless machine learning: Imposing exact units equivarianceCode1
Symbolic Learning to Optimize: Towards Interpretability and ScalabilityCode1
Discovering State Variables Hidden in Experimental DataCode1
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming SeedingCode1
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