Results for "Environmental Science"

Physics-guided deep learning: Escaping the electromagnetic bottleneck

Researchers have developed a self-supervised forward solver that drastically accelerates the training of inverse electromagnetic problems. By embedding Maxwell’s equations directly into the loss function, the model achieves high accuracy without the computational drag of traditional methods.

By Guo, Bialkowski, Abbosh