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Machine-learning enhanced dark soliton detection in Bose–Einstein condensates

Most data in cold-atom experiments comes from images, the analysis of which is limited by our preconceptions of the patterns that could be present in the data. We focus on the well-defined case of detecting dark solitons—appearing as local density depletions in a Bose–Einstein condensate (BEC)—using...

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Detalles Bibliográficos
Autores principales: Guo, Shangjie, Fritsch, Amilson R, Greenberg, Craig, Spielman, I B, Zwolak, Justyna P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9890383/
https://www.ncbi.nlm.nih.gov/pubmed/36733297
http://dx.doi.org/10.1088/2632-2153/abed1e