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Symbolic Regression

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

Papers

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Showing 341–350 of 418 papers

TitleStatusHype
Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts—0
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression—0
Interpretable Non-linear Survival Analysis with Evolutionary Symbolic RegressionCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
TMPNN: High-Order Polynomial Regression Based on Taylor Map FactorizationCode0
CTR-KAN: KAN for Adaptive High-Order Feature Interaction ModelingCode0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Automated Modeling Method for Pathloss Model DiscoveryCode0
Augmenting astrophysical scaling relations with machine learning: application to reducing the Sunyaev-Zeldovich flux-mass scatterCode0
Interpreting Microbiome Relative Abundance Data Using Symbolic RegressionCode0
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