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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
Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)—0
Global solar irradiation prediction using a multi-gene genetic programming approach—0
Symbolic Regression on Sparse and Noisy Data with Gaussian Processes—0
Grammar-based Ordinary Differential Equation Discovery—0
Guided Evolution with Binary Discriminators for ML Program Search—0
Estimation of total body fat using symbolic regression and evolutionary algorithms—0
Call for Action: towards the next generation of symbolic regression benchmark—0
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming—0
Evaluating K-Fold Cross Validation for Transformer Based Symbolic Regression Models—0
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis—0
Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression—0
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?—0
Enhancing Symbolic Regression and Universal Physics-Informed Neural Networks with Dimensional Analysis—0
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression—0
Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines—0
A Greedy Search Tree Heuristic for Symbolic Regression—0
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning—0
Building the Building Blocks: From Simplification to Winning Trees in Genetic Programming—0
An Approach to Symbolic Regression Using Feyn—0
Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms—0
Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline—0
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems—0
Elite Bases Regression: A Real-time Algorithm for Symbolic Regression—0
Bootstrapping OTS-Funcimg Pre-training Model (Botfip) -- A Comprehensive Symbolic Regression Framework—0
Generalizing the SINDy approach with nested neural networks—0
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