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

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 expedite the loc...

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Detalles Bibliográficos
Autores principales: Ye, Jing, Huang, Yue, Liu, Keyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693587/
https://www.ncbi.nlm.nih.gov/pubmed/38042934
http://dx.doi.org/10.1038/s41598-023-48719-9