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Symbolic Regression

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

Papers

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Showing 31–40 of 418 papers

TitleStatusHype
Discovering dynamical laws for speech gestures—0
A Review on Symbolic Regression in Power Systems: Methods, Applications, and Future Directions—0
Opening the Black-Box: Symbolic Regression with Kolmogorov-Arnold Networks for Energy Applications—0
Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose DegradationCode1
Grammar-based Ordinary Differential Equation Discovery—0
Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline—0
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired ConstraintsCode0
Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors—0
A Neural Symbolic Model for Space PhysicsCode2
Reinforcement Learning Based Symbolic Regression for Load Modeling—0
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