{"id":"https://openalex.org/W3216198711","doi":"https://doi.org/10.1109/ecoc52684.2021.9606084","title":"Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities","display_name":"Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3216198711","doi":"https://doi.org/10.1109/ecoc52684.2021.9606084","mag":"3216198711"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc52684.2021.9606084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023819845","display_name":"Daniele Melati","orcid":"https://orcid.org/0000-0002-3427-0186"},"institutions":[{"id":"https://openalex.org/I4210100562","display_name":"Centre de Nanosciences et de Nanotechnologies","ror":"https://ror.org/00zay3w86","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210100562"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Daniele Melati","raw_affiliation_strings":["Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I4210100562","https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064336709","display_name":"Mohsen Kamandar Dezfouli","orcid":"https://orcid.org/0000-0003-2151-2438"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohsen Kamandar Dezfouli","raw_affiliation_strings":["National Research Council Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090323011","display_name":"Yuri Grinberg","orcid":"https://orcid.org/0000-0003-3349-1590"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yuri Grinberg","raw_affiliation_strings":["National Research Council Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018905495","display_name":"Muhammad Al-Digeil","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Muhammad Al-Digeil","raw_affiliation_strings":["National Research Council Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054066553","display_name":"Dan-Xia Xu","orcid":"https://orcid.org/0000-0002-0490-5224"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dan-Xia Xu","raw_affiliation_strings":["National Research Council Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077255475","display_name":"Jens H. Schmid","orcid":"https://orcid.org/0000-0003-3508-7428"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jens H. Schmid","raw_affiliation_strings":["National Research Council Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005032120","display_name":"Pavel Cheben","orcid":"https://orcid.org/0000-0003-4232-9130"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pavel Cheben","raw_affiliation_strings":["National Research Council Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003830011","display_name":"Abi Waqas","orcid":"https://orcid.org/0000-0001-6019-4212"},"institutions":[{"id":"https://openalex.org/I180291457","display_name":"Mehran University of Engineering and Technology","ror":"https://ror.org/0575ttm03","country_code":"PK","type":"education","lineage":["https://openalex.org/I180291457"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abi Waqas","raw_affiliation_strings":["Mehran University of Engineering and Technology, Jamshoro, Pakistan"],"affiliations":[{"raw_affiliation_string":"Mehran University of Engineering and Technology, Jamshoro, Pakistan","institution_ids":["https://openalex.org/I180291457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081766741","display_name":"Paolo Manfredi","orcid":"https://orcid.org/0000-0002-0574-8945"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Manfredi","raw_affiliation_strings":["Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735328","display_name":"Jianhao Zhang","orcid":"https://orcid.org/0000-0002-4851-3257"},"institutions":[{"id":"https://openalex.org/I4210100562","display_name":"Centre de Nanosciences et de Nanotechnologies","ror":"https://ror.org/00zay3w86","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210100562"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jianhao Zhang","raw_affiliation_strings":["Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I4210100562","https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043600763","display_name":"Laurent Vivien","orcid":"https://orcid.org/0000-0002-2980-7225"},"institutions":[{"id":"https://openalex.org/I4210100562","display_name":"Centre de Nanosciences et de Nanotechnologies","ror":"https://ror.org/00zay3w86","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210100562"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Vivien","raw_affiliation_strings":["Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I4210100562","https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011803299","display_name":"Carlos Alonso\u2010Ramos","orcid":"https://orcid.org/0000-0002-4445-5651"},"institutions":[{"id":"https://openalex.org/I4210100562","display_name":"Centre de Nanosciences et de Nanotechnologies","ror":"https://ror.org/00zay3w86","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210100562"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Carlos Alonso-Ramos","raw_affiliation_strings":["Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"Centre de Nanosciences et de Nanotechnologies, Universit\u00e9 Paris-Saclay, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I4210100562","https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]}],"institution_assertions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":57},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10299","display_name":"Photonic and Optical Devices","score":1.0,"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/T10299","display_name":"Photonic and Optical Devices","score":1.0,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9996,"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/figure-of-merit","display_name":"Figure of Merit","score":0.44465473}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7290348},{"id":"https://openalex.org/C20788544","wikidata":"https://www.wikidata.org/wiki/Q467054","display_name":"Photonics","level":2,"score":0.6758605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.65150124},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6382002},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6298522},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.5874218},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.5392851},{"id":"https://openalex.org/C136525101","wikidata":"https://www.wikidata.org/wiki/Q5428139","display_name":"Fabrication","level":3,"score":0.48359245},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4454226},{"id":"https://openalex.org/C130277099","wikidata":"https://www.wikidata.org/wiki/Q3676605","display_name":"Figure of merit","level":2,"score":0.44465473},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.42647183},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.40127555},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.22373083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21708426},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.187},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18395999},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.091272056},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09050909},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc52684.2021.9606084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W2625134578","https://openalex.org/W2886939478","https://openalex.org/W2888119048","https://openalex.org/W2925047271","https://openalex.org/W2997522589","https://openalex.org/W3014385888","https://openalex.org/W3021613070","https://openalex.org/W3026146456","https://openalex.org/W3046267594","https://openalex.org/W3092323705","https://openalex.org/W3102010700","https://openalex.org/W3105195789","https://openalex.org/W3112263403","https://openalex.org/W3159950087"],"related_works":["https://openalex.org/W4391160746","https://openalex.org/W3089231081","https://openalex.org/W2187269125","https://openalex.org/W2166963679","https://openalex.org/W2093956241","https://openalex.org/W2074396517","https://openalex.org/W1995622179","https://openalex.org/W1641615907","https://openalex.org/W1552543208","https://openalex.org/W1484111231"],"abstract_inverted_index":{"Design":[0],"of":[1,11,15,22,32,42],"modern":[2],"photonic":[3],"devices":[4],"requires":[5],"to":[6],"handle":[7],"a":[8],"large":[9],"number":[10],"parameters":[12],"and":[13,39],"figures":[14],"merit.":[16],"By":[17],"scaling":[18],"down":[19],"the":[20,23,30],"complexity":[21],"problem,":[24],"machine":[25],"learning":[26],"dimensionality":[27],"reduction":[28],"enables":[29],"discovery":[31],"better":[33],"performing":[34],"devices,":[35],"higher":[36],"integration":[37],"scale,":[38],"efficient":[40],"evaluation":[41],"fabrication":[43],"tolerances.":[44]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3216198711","counts_by_year":[],"updated_date":"2024-12-21T05:49:04.994058","created_date":"2021-12-06"}