{"doi":"10.1109/jsen.2022.3163366","title":"Mid-Infrared Spectrum Sensing Algorithm Applying Micro-Resonator Arrays","abstract":"A mid-infrared (mid-IR) integrated photonic sensing module using the machine learning (ML) technique has been illustrated. The sensing wavelengths were determined via a wavelength selection model trained by a classification algorithm according to the mid-IR absorption characterization of the analytes. The spectrum of the device output ports was identified via the algorithm-enabled spectrum selection method, where two artificial neural networks (ANN) were trained to optimize the device structures. The module with the micro-resonator array can precisely monitor various gas mixtures by altering the micro-resonator geometry. Our miniaturized mid-IR sensing module enables a new technology for accurate and efficient gas detection.","journal":"IEEE Sensors Journal","year":2022,"id":292974,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":2,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9664,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2022-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":968606,"name":"Austin Caruso","orcid":"0000-0002-9917-227X","position":1,"is_corresponding":false},{"id":977410,"name":"Junyan Li","orcid":"0000-0001-9533-2910","position":2,"is_corresponding":false},{"id":339418,"name":"Pao Tai Lin","orcid":"0000-0002-5417-6920","position":3,"is_corresponding":false},{"id":437342,"name":"Jinghao Yang","orcid":"0000-0002-4702-3686","position":0,"is_corresponding":true}],"reference_count":39,"raw_metadata":null,"created_at":"2026-07-19T00:30:50.076284Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}