U-net based vortex detection in Bose–Einstein condensates with automatic correction for manually mislabeled data

Abstract Quantum vortices in Bose–Einstein condensates (BECs) are essential phenomena in condensed matter physics, and precisely locating their positions, especially the vortex core, is a precondition for studying their properties. With the rise of machine learning, there is a possibility to expedit...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Jing Ye, Yue Huang, Keyan Liu
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Nature Portfolio 2023-12-01
Cyfres:Scientific Reports
Mynediad Ar-lein:https://doi.org/10.1038/s41598-023-48719-9