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Symbolic Regression

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

Papers

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Showing 11–20 of 418 papers

Title	Date	Tasks	Status	Hype	Score
A Neural Symbolic Model for Space Physics	Mar 11, 2025	Large Language Modelmodel	CodeCode Available	2	5
Discovering symbolic expressions with parallelized tree search	Jul 5, 2024	Equation Discoveryregression	CodeCode Available	2	5
SymbolFit: Automatic Parametric Modeling with Symbolic Regression	Nov 15, 2024	Formregression	CodeCode Available	2	5
Deep Generative Symbolic Regression	Dec 30, 2023	FormHeuristic Search	CodeCode Available	1	5
Contemporary Symbolic Regression Methods and their Relative Performance	Jul 29, 2021	Benchmarkingparameter estimation	CodeCode Available	1	5
Deep Learning and Symbolic Regression for Discovering Parametric Equations	Jul 1, 2022	BIG-bench Machine LearningDeep Learning	CodeCode Available	1	5
A precise symbolic emulator of the linear matter power spectrum	Nov 27, 2023	Symbolic Regression	CodeCode Available	1	5
syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrum	Jun 10, 2025	Symbolic Regression	CodeCode Available	1	5
Conjecturing-Based Discovery of Patterns in Data	Nov 23, 2020	BIG-bench Machine Learningregression	CodeCode Available	1	5
AI-Lorenz: A physics-data-driven framework for black-box and gray-box identification of chaotic systems with symbolic regression	Dec 21, 2023	Symbolic Regression	CodeCode Available	1	5

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