{"id":"W3120200644","doi":"10.1016/j.amc.2020.125916","title":"Newton linearization of the Navier–Stokes equations for flow computations using a fully coupled finite volume method","year":2021,"lang":"en","type":"article","venue":"Applied Mathematics and Computation","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Linearization; Newton's method; Mathematics; Navier–Stokes equations; Solver; Finite volume method; Flow (mathematics); Applied mathematics; Nonlinear system; Mathematical optimization; Geometry; Mechanics; Compressibility; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000165901,0.0001329538,0.0002047689,0.00005981958,0.0001764455,0.00006624541,0.00006823058,0.00006018249,0.00000356814],"category_scores_gemma":[0.00006067691,0.0001278083,0.00007036369,0.0003393524,0.00002724135,0.00005098272,0.00004155916,0.00007339995,9.99548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003762907,"about_ca_system_score_gemma":0.00006587389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003228594,"about_ca_topic_score_gemma":0.00001074088,"domain_scores_codex":[0.9991504,0.00001227109,0.0004024459,0.0001475162,0.0001682641,0.0001190916],"domain_scores_gemma":[0.9988932,0.0005732217,0.0001172877,0.000117298,0.0002660099,0.00003299808],"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":[0.000001679756,0.00003799821,0.00000483544,0.000201715,0.00003570038,1.251483e-7,0.0004577049,0.9316005,0.006333859,0.05516896,0.00001405667,0.006142902],"study_design_scores_gemma":[0.0003342431,0.000009347982,0.0001296944,0.00004696362,0.00007646734,0.000004406608,0.0001323344,0.955887,0.0002064374,0.04301601,0.00003085507,0.0001262299],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04861279,0.00006260502,0.9505165,0.0001016549,0.0001444114,0.0003669159,0.00005524912,0.00005279277,0.00008713885],"genre_scores_gemma":[0.3848858,0.000008872862,0.6147624,0.00002596831,0.0000320523,0.00002341931,0.0002152283,0.00002624187,0.00002003362],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.336273,"threshold_uncertainty_score":0.5211871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769698469783356,"score_gpt":0.2585921687328044,"score_spread":0.2408951840349708,"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."}}