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Symbolic Regression

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

Papers

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Showing 326–350 of 418 papers

TitleStatusHype
Correlation versus RMSE Loss Functions in Symbolic Regression Tasks—0
Data Aggregation for Reducing Training Data in Symbolic Regression—0
Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression—0
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation—0
Data-driven PDE discovery with evolutionary approach—0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models—0
Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset—0
D-CODE: Discovering Closed-form ODEs from Observed Trajectories—0
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search—0
Deep Neural Network for Constraint Acquisition through Tailored Loss Function—0
Deep symbolic regression—0
Deep Symbolic Regression for Recurrent Sequences—0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—0
Developing Postfix-GP Framework for Symbolic Regression Problems—0
Differentiable Genetic Programming—0
Differentiable Genetic Programming for High-dimensional Symbolic Regression—0
Diffusion-Based Symbolic Regression—0
Discovering an interpretable mathematical expression for a full wind-turbine wake with artificial intelligence enhanced symbolic regression—0
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression—0
Discovering Car-following Dynamics from Trajectory Data through Deep Learning—0
Discovering dynamical laws for speech gestures—0
Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression—0
Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions—0
Discovering interpretable models of scientific image data with deep learning—0
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus—0
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