{"id":"https://openalex.org/W3120552573","doi":"https://doi.org/10.1088/2632-2153/ac34db","title":"Miniaturizing neural networks for charge state autotuning in quantum dots","display_name":"Miniaturizing neural networks for charge state autotuning in quantum dots","publication_year":2021,"publication_date":"2021-11-23","ids":{"openalex":"https://openalex.org/W3120552573","doi":"https://doi.org/10.1088/2632-2153/ac34db","mag":"3120552573"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/ac34db","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ac34db","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"preprint","indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2632-2153/ac34db","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078202868","display_name":"Stefanie Czischek","orcid":"https://orcid.org/0000-0001-7326-2472"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Stefanie Czischek","raw_affiliation_strings":["Department of Physics and Astronomy, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada"],"raw_orcid":"https://orcid.org/0000-0001-7326-2472","affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013948932","display_name":"Victor Yon","orcid":"https://orcid.org/0000-0003-4517-5042"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]},{"id":"https://openalex.org/I4387155352","display_name":"Laboratoire Nanotechnologies et Nanosyst\u00e8mes","ror":"https://ror.org/026m44z54","country_code":null,"type":"facility","lineage":["https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4387155352","https://openalex.org/I48430043","https://openalex.org/I59692284","https://openalex.org/I899635006"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Victor Yon","raw_affiliation_strings":["Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807","https://openalex.org/I4387155352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014392857","display_name":"Marc-Antoine Genest","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marc-Antoine Genest","raw_affiliation_strings":["D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031304777","display_name":"Marc-Antoine Roux","orcid":"https://orcid.org/0000-0001-7976-9661"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marc-Antoine Roux","raw_affiliation_strings":["D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008217739","display_name":"Sophie Rochette","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sophie Rochette","raw_affiliation_strings":["D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086014205","display_name":"Julien Camirand Lemyre","orcid":"https://orcid.org/0000-0002-8934-6731"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Julien Camirand Lemyre","raw_affiliation_strings":["D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012643748","display_name":"Mathieu Moras","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mathieu Moras","raw_affiliation_strings":["D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018159807","display_name":"Michel Pioro-Ladri\u00e8re","orcid":"https://orcid.org/0000-0001-9762-5557"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]},{"id":"https://openalex.org/I4387155352","display_name":"Laboratoire Nanotechnologies et Nanosyst\u00e8mes","ror":"https://ror.org/026m44z54","country_code":null,"type":"facility","lineage":["https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4387155352","https://openalex.org/I48430043","https://openalex.org/I59692284","https://openalex.org/I899635006"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michel Pioro-Ladri\u00e8re","raw_affiliation_strings":["D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Physique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807","https://openalex.org/I4387155352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083531118","display_name":"Dominique Drouin","orcid":"https://orcid.org/0000-0003-2156-967X"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]},{"id":"https://openalex.org/I4387155352","display_name":"Laboratoire Nanotechnologies et Nanosyst\u00e8mes","ror":"https://ror.org/026m44z54","country_code":null,"type":"facility","lineage":["https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4387155352","https://openalex.org/I48430043","https://openalex.org/I59692284","https://openalex.org/I899635006"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dominique Drouin","raw_affiliation_strings":["Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807","https://openalex.org/I4387155352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019381877","display_name":"Yann Beilliard","orcid":"https://orcid.org/0000-0003-0311-8840"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]},{"id":"https://openalex.org/I4387155352","display_name":"Laboratoire Nanotechnologies et Nanosyst\u00e8mes","ror":"https://ror.org/026m44z54","country_code":null,"type":"facility","lineage":["https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4387155352","https://openalex.org/I48430043","https://openalex.org/I59692284","https://openalex.org/I899635006"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yann Beilliard","raw_affiliation_strings":["Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0311-8840","affiliations":[{"raw_affiliation_string":"Institut Interdisciplinaire d\u2019Innovation Technologique (3IT), Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Institut quantique, Universit\u00e9 de Sherbrooke, Sherbrooke, Qu\u00e9bec, J1K 2R1, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"Laboratoire Nanotechnologies Nanosyst\u00e8mes (LN2)\u2014CNRS UMI-3463-3IT, Sherbrooke, Qu\u00e9bec, J1K 0A5, Canada","institution_ids":["https://openalex.org/I135117807","https://openalex.org/I4387155352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091069084","display_name":"Roger G. Melko","orcid":"https://orcid.org/0000-0002-5505-8176"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I183974707","display_name":"Perimeter Institute","ror":"https://ror.org/013m0ej23","country_code":"CA","type":"facility","lineage":["https://openalex.org/I183974707"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Roger G Melko","raw_affiliation_strings":["Department of Physics and Astronomy, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada","Perimeter Institute for Theoretical Physics, Waterloo, Ontario N2L 2Y5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Perimeter Institute for Theoretical Physics, Waterloo, Ontario N2L 2Y5, Canada","institution_ids":["https://openalex.org/I183974707"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5078202868"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":0.5084,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62792627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"3","issue":"1","first_page":"015001","last_page":"015001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10382","display_name":"Quantum and electron transport phenomena","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6536314487457275},{"id":"https://openalex.org/keywords/qubit","display_name":"Qubit","score":0.638128399848938},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5604156851768494},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5390561819076538},{"id":"https://openalex.org/keywords/quantum-dot","display_name":"Quantum dot","score":0.487836629152298},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.41464468836784363},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.39716365933418274},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.321895956993103},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.27121061086654663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22825342416763306},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.21889612078666687},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16928714513778687},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.14675435423851013}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6536314487457275},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.638128399848938},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5604156851768494},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5390561819076538},{"id":"https://openalex.org/C124657808","wikidata":"https://www.wikidata.org/wiki/Q1133068","display_name":"Quantum dot","level":2,"score":0.487836629152298},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.41464468836784363},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.39716365933418274},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.321895956993103},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.27121061086654663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22825342416763306},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.21889612078666687},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16928714513778687},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.14675435423851013}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1088/2632-2153/ac34db","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ac34db","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"mag:3120552573","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2101.03181.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-04642527v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04642527","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning : Science and Technology, 2021, 3 (1), pp.015001. &#x27E8;10.1088/2632-2153/ac34db&#x27E9;","raw_type":"Journal articles"},{"id":"doi:10.48550/arxiv.2101.03181","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2101.03181","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/ac34db","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ac34db","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2011301426","https://openalex.org/W2047639422","https://openalex.org/W2075377849","https://openalex.org/W2103282498","https://openalex.org/W2147195941","https://openalex.org/W2155954834","https://openalex.org/W2162651880","https://openalex.org/W2165294844","https://openalex.org/W2280909069","https://openalex.org/W2405701951","https://openalex.org/W2591036338","https://openalex.org/W2745278755","https://openalex.org/W2746656048","https://openalex.org/W2755984005","https://openalex.org/W2772549578","https://openalex.org/W2782791387","https://openalex.org/W2807909041","https://openalex.org/W2892703960","https://openalex.org/W2895545069","https://openalex.org/W2896842974","https://openalex.org/W2903012893","https://openalex.org/W2907521510","https://openalex.org/W2916045127","https://openalex.org/W2922359163","https://openalex.org/W2951094271","https://openalex.org/W2964263004","https://openalex.org/W2990610147","https://openalex.org/W2990802762","https://openalex.org/W2999748565","https://openalex.org/W3010475119","https://openalex.org/W3013080934","https://openalex.org/W3014219068","https://openalex.org/W3021177691","https://openalex.org/W3035965352","https://openalex.org/W3044192339","https://openalex.org/W3050945359","https://openalex.org/W3081302630","https://openalex.org/W3091763823"],"related_works":["https://openalex.org/W2772549578","https://openalex.org/W3021177691","https://openalex.org/W2184767732","https://openalex.org/W3101617339","https://openalex.org/W2062644227","https://openalex.org/W2957950922","https://openalex.org/W3050945359","https://openalex.org/W1975776713","https://openalex.org/W89070033","https://openalex.org/W2958857949","https://openalex.org/W3129665236","https://openalex.org/W3009109667","https://openalex.org/W2189120143","https://openalex.org/W2588809805","https://openalex.org/W1959765601","https://openalex.org/W2767983444","https://openalex.org/W3100794713","https://openalex.org/W3149183989","https://openalex.org/W1776515882","https://openalex.org/W2796301411"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"key":[2],"challenge":[3],"in":[4,36,69,90,141,146,169],"scaling":[5],"quantum":[6,18],"computers":[7],"is":[8,61],"the":[9,21,70,114,147,153],"calibration":[10],"and":[11,110],"control":[12,39,158],"of":[13,52,116,155],"multiple":[14],"qubits.":[15],"In":[16,72],"solid-state":[17],"dots":[19],"(QDs),":[20],"gate":[22],"voltages":[23],"required":[24,129],"to":[25,86,113,137],"stabilize":[26],"quantized":[27],"charges":[28],"are":[29,50,133],"unique":[30],"for":[31,67,130],"each":[32],"individual":[33],"qubit,":[34],"resulting":[35],"a":[37,122,163],"high-dimensional":[38,54],"parameter":[40],"space":[41],"that":[42,56,82,96],"must":[43],"be":[44,84,101],"tuned":[45],"automatically.":[46],"Machine":[47],"learning":[48],"techniques":[49],"capable":[51],"processing":[53],"data\u2014provided":[55],"an":[57,118,139],"appropriate":[58],"training":[59],"set":[60],"available\u2014and":[62],"have":[63],"been":[64],"successfully":[65],"used":[66,85],"autotuning":[68,168],"past.":[71],"this":[73,131],"paper,":[74],"we":[75],"develop":[76],"extremely":[77],"small":[78,135],"feed-forward":[79],"neural":[80,98,127],"networks":[81,99,128],"can":[83,100],"detect":[87],"charge-state":[88],"transitions":[89],"QD":[91,171],"stability":[92],"diagrams.":[93],"We":[94],"demonstrate":[95],"these":[97],"trained":[102],"on":[103,160],"synthetic":[104],"data":[105],"produced":[106],"by":[107],"computer":[108],"simulations,":[109],"robustly":[111],"transferred":[112],"task":[115,132],"tuning":[117],"experimental":[119],"device":[120],"into":[121],"desired":[123],"charge":[124],"state.":[125],"The":[126],"sufficiently":[134],"as":[136],"enable":[138],"implementation":[140],"existing":[142],"memristor":[143],"crossbar":[144],"arrays":[145],"near":[148],"future.":[149],"This":[150],"opens":[151],"up":[152],"possibility":[154],"miniaturizing":[156],"powerful":[157],"elements":[159],"low-power":[161],"hardware,":[162],"significant":[164],"step":[165],"towards":[166],"on-chip":[167],"future":[170],"computers.":[172]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
