Replay-Based Continual Learning for Physics-Informed Neural Operators
arXiv:2605.04832v1 Announce Type: new
Abstract: Neural operators generally demonstrate strong predictive performance on in-distribution (ID) problems. However, a critical limitation of existing methods is their significant performance degradation when…