{"id":"W4389244215","doi":"10.3397/in_2023_0206","title":"Wideband fast multipole boundary element method for flow-induced noise analysis based on Lighthill's equation","year":2023,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Boundary element method; Noise (video); Multipole expansion; Flow (mathematics); Computer science; Fast multipole method; Boundary (topology); Wideband; Finite element method; Algorithm; Acoustics; Mathematical analysis; Mathematics; Geometry; Physics; Electronic engineering; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003729246,0.0004629318,0.000691052,0.0004590733,0.0004400631,0.0005002167,0.0008142425,0.0008288216,0.002233145],"category_scores_gemma":[0.0007582739,0.0002803056,0.0005647178,0.0003901192,0.0003700136,0.0007121175,0.0007070134,0.0007520324,0.0007175654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840924,"about_ca_system_score_gemma":0.0009231837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320796,"about_ca_topic_score_gemma":0.003055219,"domain_scores_codex":[0.9998212,0.00003989309,0.0000077733,0.00001716964,0.00009558209,0.00001834219],"domain_scores_gemma":[0.9998109,0.00008662217,0.00001546069,0.0000173447,0.0000578106,0.00001193513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008245679,0.00009622431,0.001197206,0.0003362369,0.00004758595,0.000234249,0.0003666101,0.7188774,0.07725957,0.1028971,0.002315174,0.09629022],"study_design_scores_gemma":[0.000004924962,0.00001049378,0.00008875188,0.000008997958,0.000003646368,0.00002225415,0.00001330686,0.993848,0.001394298,0.002558078,0.00204106,0.000006111277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003376718,0.00009483203,0.9947483,0.00003357372,0.00002227926,0.00002490637,0.00001608073,0.00008014512,0.001603064],"genre_scores_gemma":[0.1723139,0.000546219,0.8184435,0.0000868307,0.00004014499,0.0003883837,0.0001559372,0.0001845703,0.007840517],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00320796,"threshold_uncertainty_score":0.007470608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327929901440982,"score_gpt":0.2981386217586575,"score_spread":0.2648593227442476,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}