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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
NOMTO: Neural Operator-based symbolic Model approximaTion and discOvery—0
Inferring Interpretable Models of Fragmentation Functions using Symbolic Regression—0
Data driven discovery of human mobility modelsCode0
Alleviating Overfitting in Transformation-Interaction-Rational Symbolic Regression with Multi-Objective Optimization—0
Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement LearningCode0
DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid SpacesCode4
ViSymRe: Vision-guided Multimodal Symbolic Regression—0
Materials-Discovery Workflows Guided by Symbolic Regression: Identifying Acid-Stable Oxides for ElectrocatalysisCode0
Benchmarking symbolic regression constant optimization schemes—0
Enhancing Symbolic Regression and Universal Physics-Informed Neural Networks with Dimensional Analysis—0
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