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Symbolic Regression

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

Papers

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Showing 61–70 of 418 papers

TitleStatusHype
SymbolicGPT: A Generative Transformer Model for Symbolic RegressionCode1
Symbolic Learning to Optimize: Towards Interpretability and ScalabilityCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
Multi Expression Programming -- an in-depth descriptionCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
AI Descartes: Combining Data and Theory for Derivable Scientific DiscoveryCode1
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural NetworksCode1
Chaos as an interpretable benchmark for forecasting and data-driven modellingCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold NetworksCode1
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