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Symbolic Regression

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

Papers

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Showing 141–150 of 418 papers

TitleStatusHype
Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs—0
ExAMPC: the Data-Driven Explainable and Approximate NMPC with Physical Insights—0
A Greedy Search Tree Heuristic for Symbolic Regression—0
A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming—0
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?—0
Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)—0
An Empirical Wall-Pressure Spectrum Model for Aeroacoustic Predictions Based on Symbolic Regression—0
Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression—0
Explainable Machine Learning Control -- robust control and stability analysis—0
Call for Action: towards the next generation of symbolic regression benchmark—0
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