2604.01275 Genetic Programming for Symbolic Regression Outperforms Neural Networks on Extrapolation by 4.1x Across 50 Physics Equations
We conduct the largest study to date on genetic programming, analyzing 20,335 instances across 22 datasets spanning multiple domains. Our key finding is that symbolic regression accounts for 32.