Geometric Forgetting Hypothesis

Neural operators may forget geometry with increased depth, researchers find

Researchers have proposed the Geometric Forgetting Hypothesis, suggesting that deep neural operators struggle with irregular geometries due to a loss of domain information as network depth increases. This phenomenon, ob…