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Symbolic Regression

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

Papers

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Showing 276–300 of 418 papers

TitleStatusHype
A Framework Based on Symbolic Regression Coupled with eXtended Physics-Informed Neural Networks for Gray-Box Learning of Equations of Motion from Data—0
A Functional Analysis Approach to Symbolic Regression—0
A Greedy Search Tree Heuristic for Symbolic Regression—0
AI-driven, Model-Free Current Control: A Deep Symbolic Approach for Optimal Induction Machine Performance—0
Alleviating Overfitting in Transformation-Interaction-Rational Symbolic Regression with Multi-Objective Optimization—0
All You Need Is Sex for Diversity—0
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation—0
Alpha Zero for Physics: Application of Symbolic Regression with Alpha Zero to find the analytical methods in physics—0
A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs—0
A Melting Pot of Evolution and Learning—0
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach—0
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression—0
Analytic Continued Fractions for Regression: A Memetic Algorithm Approach—0
Untangling the Effects of Down-Sampling and Selection in Genetic Programming—0
An Approach to Symbolic Regression Using Feyn—0
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis—0
An Empirical Wall-Pressure Spectrum Model for Aeroacoustic Predictions Based on Symbolic Regression—0
A New Deterministic Technique for Symbolic Regression—0
A data-based comparative review and AI-driven symbolic model for longitudinal dispersion coefficient in natural streams—0
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming—0
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution—0
A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression—0
A PINN Approach to Symbolic Differential Operator Discovery with Sparse Data—0
A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems—0
A representation learning approach to probe for dynamical dark energy in matter power spectra—0
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