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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
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification—0
Solving the 2D Advection-Diffusion Equation using Fixed-Depth Symbolic Regression and Symbolic Differentiation without Expression TreesCode0
Interpreting Microbiome Relative Abundance Data Using Symbolic RegressionCode0
syren-new: Precise formulae for the linear and nonlinear matter power spectra with massive neutrinos and dynamical dark energyCode1
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
Neural Symbolic Regression of Complex Network Dynamics—0
AutoTurb: Using Large Language Models for Automatic Algebraic Model Discovery of Turbulence Closure—0
TorchSISSO: A PyTorch-Based Implementation of the Sure Independence Screening and Sparsifying Operator for Efficient and Interpretable Model DiscoveryCode1
Analysing the Influence of Reorder Strategies for Cartesian Genetic ProgrammingCode0
Boosting SISSO Performance on Small Sample Datasets by Using Random Forests Prescreening for Complex Feature Selection—0
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