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Symbolic Regression

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

Papers

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Showing 31–40 of 418 papers

TitleStatusHype
Opening the AI black box: program synthesis via mechanistic interpretabilityCode1
Multi-View Symbolic RegressionCode1
Deep Generative Symbolic RegressionCode1
AI-Lorenz: A physics-data-driven framework for black-box and gray-box identification of chaotic systems with symbolic regressionCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
A precise symbolic emulator of the linear matter power spectrumCode1
Machine-Guided Discovery of a Real-World Rogue Wave ModelCode1
Machine learning in physics: a short guideCode1
ODEFormer: Symbolic Regression of Dynamical Systems with TransformersCode1
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-trainingCode1
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