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Symbolic Regression

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

Papers

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Showing 281–290 of 418 papers

TitleStatusHype
Symbolic expression generation via Variational Auto-Encoder—0
Discovery of structure-property relations for molecules via hypothesis-driven active learning over the chemical space—0
Steel Phase Kinetics Modeling using Symbolic Regression—0
A PINN Approach to Symbolic Differential Operator Discovery with Sparse Data—0
P(Expression|Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar—0
A Generic Approach for Reproducible Model DistillationCode0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Is the Machine Smarter than the Theorist: Deriving Formulas for Particle Kinematics with Symbolic Regression—0
Generalizability of Functional Forms for Interatomic Potential Models Discovered by Symbolic Regression—0
AI-Assisted Discovery of Quantitative and Formal Models in Social ScienceCode0
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