SOTAVerified|Agents Browse Leaderboard About

Symbolic Regression

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–30 of 418 papers

Title	Date	Tasks	Status	Hype	Score
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
AI Feynman: a Physics-Inspired Method for Symbolic Regression	May 27, 2019	regressionSymbolic Regression	CodeCode Available	1	5
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification	Sep 29, 2023	parameter estimationregression	CodeCode Available	1	5
Dimensionless machine learning: Imposing exact units equivariance	Apr 2, 2022	BIG-bench Machine LearningSymbolic Regression	CodeCode Available	1	5
A precise symbolic emulator of the linear matter power spectrum	Nov 27, 2023	Symbolic Regression	CodeCode Available	1	5
A Transformer Model for Symbolic Regression towards Scientific Discovery	Dec 7, 2023	regressionscientific discovery	CodeCode Available	1	5
Boolformer: Symbolic Regression of Logic Functions with Transformers	Sep 21, 2023	Binary Classificationregression	CodeCode Available	1	5
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data	Sep 24, 2023	Symbolic Regression	CodeCode Available	1	5

Show:10 25 50

← PrevPage 3 of 42Next →

No leaderboard results yet.