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Symbolic Regression

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

Papers

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Showing 331–340 of 418 papers

TitleStatusHype
Inferring the Structure of Ordinary Differential Equations—0
SymbolicGPT: A Generative Transformer Model for Symbolic RegressionCode1
A data-based comparative review and AI-driven symbolic model for longitudinal dispersion coefficient in natural streams—0
Neural Symbolic Regression that ScalesCode1
Incorporating domain knowledge into neural-guided search via in situ priors and constraints—0
Physical Constraint Embedded Neural Networks for inference and noise regulation—0
A Symbolic Regression Method for Dynamic Modeling and Control of Quadrotor UAVs—0
Distilling Wikipedia mathematical knowledge into neural network models—0
An Approach to Symbolic Regression Using Feyn—0
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge—0
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