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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
AI-Lorenz: A physics-data-driven framework for black-box and gray-box identification of chaotic systems with symbolic regressionCode1
Machine-Guided Discovery of a Real-World Rogue Wave ModelCode1
MMSR: Symbolic Regression is a Multi-Modal Information Fusion TaskCode1
Improving Model-based Genetic Programming for Symbolic Regression of Small ExpressionsCode1
Neural Symbolic Regression that ScalesCode1
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural NetworksCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
Introducing Thermodynamics-Informed Symbolic Regression -- A Tool for Thermodynamic Equations of State DevelopmentCode1
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