SOTAVerified

Symbolic Regression

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 418 papers

TitleStatusHype
Steel Phase Kinetics Modeling using Symbolic Regression—0
A PINN Approach to Symbolic Differential Operator Discovery with Sparse Data—0
SRSD: Rethinking Datasets of Symbolic Regression for Scientific DiscoveryCode1
P(Expression|Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar—0
A Generic Approach for Reproducible Model DistillationCode0
Exhaustive Symbolic RegressionCode1
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Finding active galactic nuclei through FinkCode1
Is the Machine Smarter than the Theorist: Deriving Formulas for Particle Kinematics with Symbolic Regression—0
Generalizability of Functional Forms for Interatomic Potential Models Discovered by Symbolic Regression—0
AI-Assisted Discovery of Quantitative and Formal Models in Social ScienceCode0
Shape-constrained Symbolic Regression with NSGA-III—0
Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization—0
Prediction Intervals and Confidence Regions for Symbolic Regression Models based on Likelihood Profiles—0
A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledgeCode1
The SZ flux-mass (Y-M) relation at low halo masses: improvements with symbolic regression and strong constraints on baryonic feedbackCode0
Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems—0
Local Optimization Often is Ill-conditioned in Genetic Programming for Symbolic Regression—0
Lexicase Selection at Scale—0
Interpretable Polynomial Neural Ordinary Differential Equations—0
What can we Learn by Predicting Accuracy?—0
Automated discovery of interpretable gravitational-wave population modelsCode0
Symbolic Regression is NP-hard—0
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
Understanding Physical Effects for Effective Tool-use—0
Binary and Multinomial Classification through Evolutionary Symbolic Regression—0
Symbolic-Regression Boosting—0
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific DiscoveryCode1
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from DataCode0
Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms—0
Correlation versus RMSE Loss Functions in Symbolic Regression Tasks—0
GSR: A Generalized Symbolic Regression Approach—0
SymFormer: End-to-end symbolic regression using transformer-based architectureCode1
Symbolic Expression Transformer: A Computer Vision Approach for Symbolic Regression—0
Taylor Genetic Programming for Symbolic Regression—0
Coefficient Mutation in the Gene-pool Optimal Mixing Evolutionary Algorithm for Symbolic Regression—0
Transformation-Interaction-Rational Representation for Symbolic RegressionCode0
Exploring Hidden Semantics in Neural Networks with Symbolic Regression—0
End-to-end symbolic regression with transformersCode1
Automated Learning of Interpretable Models with Quantified Uncertainty—0
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation—0
Failed Disruption Propagation in Integer Genetic Programming—0
Dimensionless machine learning: Imposing exact units equivarianceCode1
Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines—0
Neural-Network-Directed Genetic Programmer for Discovery of Governing Equations—0
Symbolic Learning to Optimize: Towards Interpretability and ScalabilityCode1
Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression—0
Active Learning Improves Performance on Symbolic RegressionTasks in StackGP—0
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic RegressionCode0
On Neural Differential EquationsCode5
Show:102550
← PrevPage 6 of 9Next →

No leaderboard results yet.