{"id":"https://openalex.org/W4391087797","doi":"https://doi.org/10.23919/ofc49934.2023.10116499","title":"Transfer Learning-based ROADM EDFA Wavelength Dependent Gain Prediction Using Minimized Data Collection","display_name":"Transfer Learning-based ROADM EDFA Wavelength Dependent Gain Prediction Using Minimized Data Collection","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4391087797","doi":"https://doi.org/10.23919/ofc49934.2023.10116499"},"language":"en","primary_location":{"id":"doi:10.23919/ofc49934.2023.10116499","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ofc49934.2023.10116499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Optical Fiber Communications Conference and Exhibition (OFC)","raw_type":"proceedings-article"},"type":"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/A5100769599","display_name":"Zehao Wang","orcid":"https://orcid.org/0000-0002-7723-1945"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zehao Wang","raw_affiliation_strings":["Duke University,Durham,NC,USA","Duke University, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University,Durham,NC,USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034922871","display_name":"Daniel C. Kilper","orcid":"https://orcid.org/0000-0003-3542-5335"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Dan Kilper","raw_affiliation_strings":["Trinity College Dublin,CONNECT Centre,Ireland","CONNECT Centre, Trinity College Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity College Dublin,CONNECT Centre,Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"CONNECT Centre, Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034818470","display_name":"Tingjun Chen","orcid":"https://orcid.org/0000-0002-5717-5755"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tingjun Chen","raw_affiliation_strings":["Duke University,Durham,NC,USA","Duke University, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University,Durham,NC,USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2454,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55605259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10767","display_name":"Advanced Photonic Communication Systems","score":0.989300012588501,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.989300012588501,"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":0.9811999797821045,"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":0.9797999858856201,"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/optical-amplifier","display_name":"Optical amplifier","score":0.7424129843711853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5735659599304199},{"id":"https://openalex.org/keywords/booster","display_name":"Booster (rocketry)","score":0.5273752212524414},{"id":"https://openalex.org/keywords/erbium-doped-fiber-amplifier","display_name":"Erbium doped fiber amplifier","score":0.4668446481227875},{"id":"https://openalex.org/keywords/wavelength-division-multiplexing","display_name":"Wavelength-division multiplexing","score":0.4323852062225342},{"id":"https://openalex.org/keywords/wavelength","display_name":"Wavelength","score":0.3558293282985687},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2613278031349182},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.1769086718559265},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1472545564174652},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1346626579761505},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12047415971755981},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.08829575777053833}],"concepts":[{"id":"https://openalex.org/C101649071","wikidata":"https://www.wikidata.org/wiki/Q1359305","display_name":"Optical amplifier","level":3,"score":0.7424129843711853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5735659599304199},{"id":"https://openalex.org/C203165030","wikidata":"https://www.wikidata.org/wiki/Q741745","display_name":"Booster (rocketry)","level":2,"score":0.5273752212524414},{"id":"https://openalex.org/C2984919002","wikidata":"https://www.wikidata.org/wiki/Q1359305","display_name":"Erbium doped fiber amplifier","level":4,"score":0.4668446481227875},{"id":"https://openalex.org/C160724564","wikidata":"https://www.wikidata.org/wiki/Q1620670","display_name":"Wavelength-division multiplexing","level":3,"score":0.4323852062225342},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.3558293282985687},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2613278031349182},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.1769086718559265},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1472545564174652},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1346626579761505},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12047415971755981},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.08829575777053833},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ofc49934.2023.10116499","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ofc49934.2023.10116499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Optical Fiber Communications Conference and Exhibition (OFC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2165698076","https://openalex.org/W2901431223","https://openalex.org/W3133405409","https://openalex.org/W4281866961"],"related_works":["https://openalex.org/W2138902627","https://openalex.org/W2125535436","https://openalex.org/W2133268737","https://openalex.org/W2409424342","https://openalex.org/W2322180964","https://openalex.org/W2114591537","https://openalex.org/W2777453797","https://openalex.org/W2035612864","https://openalex.org/W2050560594","https://openalex.org/W2005064605"],"abstract_inverted_index":{"We":[0],"implement":[1],"and":[2],"test":[3],"transfer":[4],"learning-based":[5],"gain":[6,23],"models":[7],"across":[8],"16":[9],"ROADM":[10],"EDFAs,":[11],"which":[12],"achieve":[13],"less":[14],"than":[15],"0.17/0.30":[16],"dB":[17],"mean":[18],"absolute":[19],"error":[20],"for":[21],"booster/pre-amplifier":[22],"prediction":[24],"using":[25],"only":[26],"0.5%":[27],"of":[28],"the":[29],"full":[30],"target":[31],"EDFA":[32],"dataset.":[33]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
