cs.LG, cs.NA, math.NA

Deep set based operator learning with uncertainty quantification

arXiv:2509.25646v2 Announce Type: replace
Abstract: Learning operators from data is central to scientific machine learning. While DeepONets are widely used for their ability to handle complex domains, they require fixed sensor numbers and locations, l…