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Symbolic Regression

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

Papers

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Showing 191–200 of 418 papers

TitleStatusHype
Discovering intrinsic multi-compartment pharmacometric models using Physics Informed Neural Networks—0
Learning Governing Equations of Unobserved States in Dynamical Systems—0
The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version—0
Generalizing the SINDy approach with nested neural networks—0
Prove Symbolic Regression is NP-hard by Symbol Graph—0
Leveraging Symbolic Regression for Heuristic Design in the Traveling Thief Problem—0
Discovering Nuclear Models from Symbolic Machine Learning—0
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form EquationsCode0
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning—0
Automated discovery of symbolic laws governing skill acquisition from naturally occurring dataCode0
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