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Symbolic Regression

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

Papers

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Showing 151–175 of 418 papers

TitleStatusHype
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Interaction-Transformation Evolutionary Algorithm for Symbolic RegressionCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
Priors for symbolic regressionCode0
Discovering dynamical laws for speech gestures—0
Discovering Car-following Dynamics from Trajectory Data through Deep Learning—0
Automated Learning of Interpretable Models with Quantified Uncertainty—0
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression—0
Discovering an interpretable mathematical expression for a full wind-turbine wake with artificial intelligence enhanced symbolic regression—0
A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs—0
Diffusion-Based Symbolic Regression—0
Differentiable Genetic Programming for High-dimensional Symbolic Regression—0
Alpha Zero for Physics: Application of Symbolic Regression with Alpha Zero to find the analytical methods in physics—0
A divide and conquer method for symbolic regression—0
Differentiable Genetic Programming—0
Developing Postfix-GP Framework for Symbolic Regression Problems—0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—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
Deep Symbolic Regression for Recurrent Sequences—0
Deep symbolic regression—0
Deep Neural Network for Constraint Acquisition through Tailored Loss Function—0
A Search for the Underlying Equation Governing Similar Systems—0
All You Need Is Sex for Diversity—0
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification—0
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