{"id":"https://openalex.org/W4385852651","doi":"https://doi.org/10.1002/aisy.202300105","title":"Analysis of Gas Mixtures with Broadband Dual Frequency Comb Spectroscopy and Unsupervised Learning Neural Network","display_name":"Analysis of Gas Mixtures with Broadband Dual Frequency Comb Spectroscopy and Unsupervised Learning Neural Network","publication_year":2023,"publication_date":"2023-08-16","ids":{"openalex":"https://openalex.org/W4385852651","doi":"https://doi.org/10.1002/aisy.202300105"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202300105","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202300105","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300105","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300105","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030548906","display_name":"Linbo Tian","orcid":"https://orcid.org/0000-0003-2399-1727"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I186691195","display_name":"Qingdao Binhai University","ror":"https://ror.org/023er3e86","country_code":"CN","type":"education","lineage":["https://openalex.org/I186691195"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linbo Tian","raw_affiliation_strings":["Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology Shandong University  72 Binhai Road Qingdao 266237 China","Shandong Provincial Key Laboratory of Laser Technology and Application Shandong University  72 Binhai Road Qingdao 266237 China","Shandong Provincial Key Laboratory of Laser Technology and Application, Shandong University, 72 Binhai Road, Qingdao, 266237 China","Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology, Shandong University, 72 Binhai Road, Qingdao, 266237 China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology Shandong University  72 Binhai Road Qingdao 266237 China","institution_ids":["https://openalex.org/I186691195"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Laser Technology and Application Shandong University  72 Binhai Road Qingdao 266237 China","institution_ids":["https://openalex.org/I186691195"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Laser Technology and Application, Shandong University, 72 Binhai Road, Qingdao, 266237 China","institution_ids":["https://openalex.org/I186691195","https://openalex.org/I154099455"]},{"raw_affiliation_string":"Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology, Shandong University, 72 Binhai Road, Qingdao, 266237 China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040356161","display_name":"A.A. Kolomenskii","orcid":"https://orcid.org/0000-0002-5959-868X"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandre A. Kolomenskii","raw_affiliation_strings":["Department of Physics and Astronomy Texas A&amp;M University  College Station TX 77843-4242 USA","Department of Physics and Astronomy, Texas A&M University, College Station, TX, 77843-4242 USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy Texas A&amp;M University  College Station TX 77843-4242 USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Department of Physics and Astronomy, Texas A&M University, College Station, TX, 77843-4242 USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102917497","display_name":"H. A. Schuessler","orcid":"https://orcid.org/0000-0002-5621-8792"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hans A. Schuessler","raw_affiliation_strings":["Department of Physics and Astronomy Texas A&amp;M University  College Station TX 77843-4242 USA","Department of Physics and Astronomy, Texas A&M University, College Station, TX, 77843-4242 USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy Texas A&amp;M University  College Station TX 77843-4242 USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Department of Physics and Astronomy, Texas A&M University, College Station, TX, 77843-4242 USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023934154","display_name":"Feng Zhu","orcid":"https://orcid.org/0000-0001-5044-8805"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhu","raw_affiliation_strings":["School of Physics and Astronomy Sun Yat-sen University  Zhuhai Guangdong 519082 China","School of Physics and Astronomy, Sun Yat-sen University, Zhuhai, Guangdong, 519082 China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Astronomy Sun Yat-sen University  Zhuhai Guangdong 519082 China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Physics and Astronomy, Sun Yat-sen University, Zhuhai, Guangdong, 519082 China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007257556","display_name":"Jinbao Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4391768157","display_name":"State Key Laboratory of Crystal Materials","ror":"https://ror.org/01jjraa45","country_code":null,"type":"facility","lineage":["https://openalex.org/I154099455","https://openalex.org/I4391768157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinbao Xia","raw_affiliation_strings":["State Key Laboratory of Crystal Materials Institute of Novel Semiconductors Shandong University  Jinan 250100 China","State Key Laboratory of Crystal Materials, Institute of Novel Semiconductors, Shandong University, Jinan, 250100 China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Crystal Materials Institute of Novel Semiconductors Shandong University  Jinan 250100 China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"State Key Laboratory of Crystal Materials, Institute of Novel Semiconductors, Shandong University, Jinan, 250100 China","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4391768157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086319461","display_name":"Sasa Zhang","orcid":"https://orcid.org/0000-0002-0568-3803"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I186691195","display_name":"Qingdao Binhai University","ror":"https://ror.org/023er3e86","country_code":"CN","type":"education","lineage":["https://openalex.org/I186691195"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sasa Zhang","raw_affiliation_strings":["Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology Shandong University  72 Binhai Road Qingdao 266237 China","School of Information Science and Engineering Shandong University  72 Binhai Road Qingdao 266237 China","Shandong Provincial Key Laboratory of Laser Technology and Application Shandong University  72 Binhai Road Qingdao 266237 China","School of Information Science and Engineering, Shandong University, 72 Binhai Road, Qingdao, 266237 China","Shandong Provincial Key Laboratory of Laser Technology and Application, Shandong University, 72 Binhai Road, Qingdao, 266237 China","Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology, Shandong University, 72 Binhai Road, Qingdao, 266237 China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology Shandong University  72 Binhai Road Qingdao 266237 China","institution_ids":["https://openalex.org/I186691195"]},{"raw_affiliation_string":"School of Information Science and Engineering Shandong University  72 Binhai Road Qingdao 266237 China","institution_ids":["https://openalex.org/I186691195","https://openalex.org/I154099455"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Laser Technology and Application Shandong University  72 Binhai Road Qingdao 266237 China","institution_ids":["https://openalex.org/I186691195"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, 72 Binhai Road, Qingdao, 266237 China","institution_ids":["https://openalex.org/I186691195","https://openalex.org/I154099455"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Laser Technology and Application, Shandong University, 72 Binhai Road, Qingdao, 266237 China","institution_ids":["https://openalex.org/I186691195","https://openalex.org/I154099455"]},{"raw_affiliation_string":"Key Laboratory of Education Ministry for Laser and Infrared System Integration Technology, Shandong University, 72 Binhai Road, Qingdao, 266237 China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007257556","https://openalex.org/A5086319461"],"corresponding_institution_ids":["https://openalex.org/I154099455","https://openalex.org/I186691195","https://openalex.org/I4391768157"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":{"value":2750,"currency":"USD","value_usd":2750},"fwci":2.1973,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.87743376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"5","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10988","display_name":"Advanced Fiber Laser Technologies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10988","display_name":"Advanced Fiber Laser Technologies","score":0.9998000264167786,"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/T11111","display_name":"Spectroscopy and Laser Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10683","display_name":"Mass Spectrometry Techniques and Applications","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5656394362449646},{"id":"https://openalex.org/keywords/broadband","display_name":"Broadband","score":0.541865348815918},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5258907675743103},{"id":"https://openalex.org/keywords/spectrometer","display_name":"Spectrometer","score":0.5240752100944519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48154690861701965},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.47867947816848755},{"id":"https://openalex.org/keywords/frequency-comb","display_name":"Frequency comb","score":0.4500919282436371},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.4338875412940979},{"id":"https://openalex.org/keywords/electronic-nose","display_name":"Electronic nose","score":0.4249073565006256},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3456430435180664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3443721532821655},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3338789939880371},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.29131054878234863},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22686642408370972},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.18929621577262878},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1370094120502472},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1271926462650299}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5656394362449646},{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.541865348815918},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5258907675743103},{"id":"https://openalex.org/C33390570","wikidata":"https://www.wikidata.org/wiki/Q188463","display_name":"Spectrometer","level":2,"score":0.5240752100944519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48154690861701965},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.47867947816848755},{"id":"https://openalex.org/C138234222","wikidata":"https://www.wikidata.org/wiki/Q1455602","display_name":"Frequency comb","level":3,"score":0.4500919282436371},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.4338875412940979},{"id":"https://openalex.org/C23895516","wikidata":"https://www.wikidata.org/wiki/Q550092","display_name":"Electronic nose","level":2,"score":0.4249073565006256},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3456430435180664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3443721532821655},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3338789939880371},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.29131054878234863},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22686642408370972},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.18929621577262878},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1370094120502472},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1271926462650299},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/aisy.202300105","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202300105","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300105","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bae5b61adb3343b9a1e1c154ac08641d","is_oa":true,"landing_page_url":"https://doaj.org/article/bae5b61adb3343b9a1e1c154ac08641d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advanced Intelligent Systems, Vol 5, Iss 10, Pp n/a-n/a (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202300105","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202300105","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300105","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1005907585","display_name":null,"funder_award_id":"2020CXGC010104","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3867980391","display_name":null,"funder_award_id":"2022JMRH0102","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4724303515","display_name":null,"funder_award_id":"6147508","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4962598723","display_name":null,"funder_award_id":"A1546","funder_id":"https://openalex.org/F4320306196","funder_display_name":"Welch Foundation"},{"id":"https://openalex.org/G5440234023","display_name":null,"funder_award_id":"1475085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6058138561","display_name":null,"funder_award_id":", No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7611013831","display_name":null,"funder_award_id":"61475085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306196","display_name":"Welch Foundation","ror":"https://ror.org/00np6vq88"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385852651.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2044262322","https://openalex.org/W2056908124","https://openalex.org/W2090437031","https://openalex.org/W2139099085","https://openalex.org/W2232091398","https://openalex.org/W2616247523","https://openalex.org/W2768471732","https://openalex.org/W2789812202","https://openalex.org/W2906697862","https://openalex.org/W2911259677","https://openalex.org/W2940802411","https://openalex.org/W3008896529","https://openalex.org/W3028640809","https://openalex.org/W3037713193","https://openalex.org/W3102564565","https://openalex.org/W3129561984","https://openalex.org/W3134313309","https://openalex.org/W3158537203","https://openalex.org/W3162952254","https://openalex.org/W3169971944","https://openalex.org/W4200470147","https://openalex.org/W4200599926","https://openalex.org/W4205394237","https://openalex.org/W4207057814","https://openalex.org/W4210541209","https://openalex.org/W4212924839","https://openalex.org/W4281903128","https://openalex.org/W4285799907"],"related_works":["https://openalex.org/W2056596841","https://openalex.org/W2080410076","https://openalex.org/W2349581046","https://openalex.org/W2912293709","https://openalex.org/W1596740836","https://openalex.org/W1982974357","https://openalex.org/W2081756653","https://openalex.org/W2601331536","https://openalex.org/W2019482098","https://openalex.org/W2911841617"],"abstract_inverted_index":{"Broadband":[0],"mid\u2010infrared":[1,30],"spectroscopy":[2],"not":[3],"only":[4],"offers":[5],"supreme":[6],"sensitivity":[7,157],"for":[8],"the":[9,26,67,120,124,161],"massively":[10],"parallel":[11],"detection":[12,137],"of":[13,28,54,69,107,138,142],"trace":[14],"gases":[15],"but":[16],"also":[17],"presents":[18],"many":[19],"challenges.":[20],"Herein,":[21],"a":[22,29,89,147,154],"new":[23],"platform":[24],"combining":[25],"advantages":[27],"dual\u2010comb":[31],"spectrometer":[32],"based":[33],"on":[34,123],"two":[35],"difference\u2010frequency":[36],"generation":[37],"combs":[38],"pumped":[39],"by":[40,82],"femtosecond":[41],"Er\u2010doped":[42],"fiber":[43],"comb":[44],"oscillators":[45],"and":[46,57,71,118,132,174],"an":[47,84],"unsupervised":[48,85],"deep":[49],"learning":[50],"neural":[51],"network":[52],"consisting":[53],"information":[55,58],"extraction":[56],"mapping":[59],"blocks":[60],"is":[61,158],"presented.":[62],"The":[63,101],"scarce":[64],"data":[65,92,97],"problem,":[66],"uncertainties":[68],"apparatus,":[70],"manual":[72],"operations":[73],"intrinsic":[74],"to":[75],"multicomponent":[76],"gas":[77,108,144],"mixture":[78],"analysis":[79],"are":[80],"overcome":[81],"coupling":[83],"leaning":[86],"approach":[87],"with":[88,153,171],"model\u2010agnostic,":[90],"physics\u2010informed":[91],"augmentation":[93],"strategy":[94],"using":[95],"simulated":[96],"from":[98],"spectral":[99,151],"databases.":[100],"system":[102],"provides":[103],"reliable":[104],"simultaneous":[105],"identification":[106],"species,":[109],"concentration":[110],"retrieval,":[111],"as":[112,114,127,167],"well":[113],"ambient":[115],"pressure":[116],"prediction":[117],"eliminates":[119],"negative":[121],"impacts":[122],"measurement,":[125],"such":[126,166],"model":[128],"error,":[129],"baseline":[130],"fluctuation,":[131],"unknown":[133],"absorbers.":[134],"Parallel":[135],"optical":[136],"31":[139],"different":[140],"mixtures":[141],"5":[143],"species":[145],"over":[146],"2900\u20133100":[148],"cm":[149],"\u22121":[150],"range":[152],"sub":[155],"part\u2010per\u2010billion":[156],"demonstrated":[159],"showing":[160],"potential":[162],"in":[163],"various":[164],"applications":[165],"atmospheric":[168],"monitoring,":[169],"diagnostics":[170],"breath":[172],"biomarkers,":[173],"capturing":[175],"rapid":[176],"chemical":[177],"reaction":[178],"kinetics.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
