08:42
2026-07-31
davidmashiah.com
machine-learning
Neural network surrogates fail to generalize across geometry families
A neural network trained to predict the stiffness of perforated metal sheets achieved perfect accuracy on held-out test sets but failed to generalize across different hole geometries, performing worse…