Machine learner optimization of atom loading in optical nanofiber evanescent dipole traps

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dc.contributor.authorGupta, Ratnesh K.en
dc.contributor.authorEverett, Jesse L.en
dc.contributor.authorTranter, Aaron D.en
dc.contributor.authorHenke, Renéen
dc.contributor.authorGokhroo, Vandnaen
dc.contributor.authorLam, Ping Koyen
dc.contributor.authorChormaic, Síle Nicen
dc.date.accessioned2025-06-10T20:35:23Z
dc.date.available2025-06-10T20:35:23Z
dc.date.issued2022en
dc.description.abstractWe use an online machine learning algorithm to optimize cooling and loading of rubidium-87 atoms into an evanescent dipole trap array along an optical nanofiber, increasing the number of trapped atoms by 50%.en
dc.description.statusPeer-revieweden
dc.identifier.isbn9781957171111en
dc.identifier.otherORCID:/0000-0002-4421-601X/work/162370653en
dc.identifier.otherORCID:/0000-0002-6290-9354/work/163476518en
dc.identifier.scopus85136435472en
dc.identifier.urihttp://www.scopus.com/inward/record.url?scp=85136435472&partnerID=8YFLogxKen
dc.identifier.urihttps://hdl.handle.net/1885/733757915
dc.language.isoenen
dc.publisherOptica Publishing Groupen
dc.relation.ispartofQuantum 2.0, QUANTUM 2022en
dc.relation.ispartofseriesOptics InfoBase Conference Papersen
dc.relation.ispartofseriesQuantum 2.0, QUANTUM 2022en
dc.rightsPublisher Copyright: © 2022 The Author (s)en
dc.titleMachine learner optimization of atom loading in optical nanofiber evanescent dipole trapsen
dc.typeConference paperen
dspace.entity.typePublicationen
local.contributor.affiliationGupta, Ratnesh K.; Okinawa Institute of Science and Technology Graduate Universityen
local.contributor.affiliationEverett, Jesse L.; Okinawa Institute of Science and Technology Graduate Universityen
local.contributor.affiliationTranter, Aaron D.; Department of Quantum Science & Technology, Research School of Physics, ANU College of Science and Medicine, The Australian National Universityen
local.contributor.affiliationHenke, René; Okinawa Institute of Science and Technology Graduate Universityen
local.contributor.affiliationGokhroo, Vandna; Okinawa Institute of Science and Technology Graduate Universityen
local.contributor.affiliationLam, Ping Koy; Department of Quantum Science & Technology, Research School of Physics, ANU College of Science and Medicine, The Australian National Universityen
local.contributor.affiliationChormaic, Síle Nic; Okinawa Institute of Science and Technology Graduate Universityen
local.identifier.ariespublicationa383154xPUB36997en
local.identifier.essn2162-2701en
local.identifier.pure9014c0c7-889e-4740-b581-46170fa5a918en
local.identifier.urlhttps://www.scopus.com/pages/publications/85136435472en
local.type.statusPublisheden

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