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Symbolic Regression

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

Papers

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Showing 41–50 of 418 papers

TitleStatusHype
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from DataCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Exhaustive Symbolic RegressionCode1
Improving exploration in policy gradient search: Application to symbolic optimizationCode1
In-Context Symbolic Regression: Leveraging Large Language Models for Function DiscoveryCode1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrumCode1
A precise symbolic emulator of the linear matter power spectrumCode1
Chaos as an interpretable benchmark for forecasting and data-driven modellingCode1
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