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Symbolic Regression

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

Papers

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Showing 76–100 of 418 papers

TitleStatusHype
Improving Model-based Genetic Programming for Symbolic Regression of Small ExpressionsCode1
Multi Expression Programming -- an in-depth descriptionCode1
Multi-View Symbolic RegressionCode1
Automated Learning of Interpretable Models with Quantified Uncertainty—0
A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs—0
Differentiable Genetic Programming—0
A divide and conquer method for symbolic regression—0
Alpha Zero for Physics: Application of Symbolic Regression with Alpha Zero to find the analytical methods in physics—0
Developing Postfix-GP Framework for Symbolic Regression Problems—0
Differentiable Genetic Programming for High-dimensional Symbolic Regression—0
A Symbolic Regression Method for Dynamic Modeling and Control of Quadrotor UAVs—0
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation—0
All You Need Is Sex for Diversity—0
A Search for the Underlying Equation Governing Similar Systems—0
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification—0
Accelerating evolutionary exploration through language model-based transfer learning—0
Diffusion-Based Symbolic Regression—0
A Review on Symbolic Regression in Power Systems: Methods, Applications, and Future Directions—0
A representation learning approach to probe for dynamical dark energy in matter power spectra—0
Alleviating Overfitting in Transformation-Interaction-Rational Symbolic Regression with Multi-Objective Optimization—0
A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems—0
Active Learning in Symbolic Regression with Physical Constraints—0
A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression—0
Correlation versus RMSE Loss Functions in Symbolic Regression Tasks—0
Controllable Neural Symbolic Regression—0
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