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Symbolic Regression

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

Papers

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Showing 121–130 of 418 papers

TitleStatusHype
Symbolic Regression of Data-Driven Reduced Order Model Closures for Under-Resolved, Convection-Dominated Flows—0
Learning Semantics-aware Search Operators for Genetic Programming—0
Discovering Physics Laws of Dynamical Systems via Invariant Function Learning—0
Transformer Semantic Genetic Programming for Symbolic Regression—0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models—0
Improving Genetic Programming for Symbolic Regression with Equality GraphsCode0
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression ModelsCode0
The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression—0
Modeling Melt Pool Features and Spatter Using Symbolic Regression and Machine Learning—0
An Empirical Wall-Pressure Spectrum Model for Aeroacoustic Predictions Based on Symbolic Regression—0
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