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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
SyMANTIC: An Efficient Symbolic Regression Method for Interpretable and Parsimonious Model Discovery in Science and BeyondCode1
Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design FrameworkCode1
Transformer Semantic Genetic Programming for Symbolic Regression—0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models—0
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression ModelsCode0
Improving Genetic Programming for Symbolic Regression with Equality GraphsCode0
The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression—0
EvoGP: A GPU-accelerated Framework for Tree-based Genetic ProgrammingCode7
Modeling Melt Pool Features and Spatter Using Symbolic Regression and Machine Learning—0
NOMTO: Neural Operator-based symbolic Model approximaTion and discOvery—0
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