Do Neural Operators Forget Geometry? The Forgetting Hypothesis in Deep Operator Learning

Yanming Xia, Angelica I. Aviles-Rivero

Neural operators perform well on structured domains, yet their behaviour on irregular geometries remains poorly understood. We show that this limitation is not merely an encoding i…