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Symbolic Regression

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

Papers

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Showing 81–90 of 418 papers

TitleStatusHype
Augmenting astrophysical scaling relations with machine learning: application to reducing the Sunyaev-Zeldovich flux-mass scatterCode0
Machine learning of Kondo physics using variational autoencoders and symbolic regressionCode0
Interpreting Microbiome Relative Abundance Data Using Symbolic RegressionCode0
A Seq2Seq approach to Symbolic RegressionCode0
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Materials-Discovery Workflows Guided by Symbolic Regression: Identifying Acid-Stable Oxides for ElectrocatalysisCode0
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic RegressionCode0
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic RegressionCode0
Interaction-Transformation Evolutionary Algorithm for Symbolic RegressionCode0
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