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Symbolic Regression

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

Papers

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Showing 101–110 of 418 papers

TitleStatusHype
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming—0
Discovering Car-following Dynamics from Trajectory Data through Deep Learning—0
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression—0
Model-based Policy Optimization using Symbolic World Model—0
KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics—0
Discovering symbolic expressions with parallelized tree searchCode2
Optimal spanning tree reconstruction in symbolic regression—0
Univariate Skeleton Prediction in Multivariate Systems Using TransformersCode0
Effective Adaptive Mutation Rates for Program Synthesis—0
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
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