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Symbolic Regression

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

Papers

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Showing 271–280 of 418 papers

TitleStatusHype
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approachCode0
Symbolic Regression for PDEs using Pruned Differentiable Programs—0
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search—0
Online Symbolic Regression with Informative Query—0
Symbolic Metamodels for Interpreting Black-boxes Using Primitive Functions—0
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems—0
Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations—0
Learning Symbolic Models for Graph-structured Physical Mechanism—0
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression—0
Incorporating Background Knowledge in Symbolic Regression using a Computer Algebra System—0
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