{"id":"W3120819305","doi":"10.2514/6.2021-1444","title":"Entropy Stable Split Forms for the Flux Reconstruction High-Order Method: Numerical Validation","year":2021,"lang":"en","type":"article","venue":"AIAA Scitech 2021 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nonlinear system; Curvilinear coordinates; Applied mathematics; Euler equations; Discontinuous Galerkin method; Mathematical proof; Mathematics; Robustness (evolution); Upwind scheme; Mathematical optimization; Computer science; Mathematical analysis; Finite element method; Geometry","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":[0.001694982,0.0005336003,0.0004175054,0.0006493939,0.0005307242,0.001142891,0.0007764631,0.001176283,0.00720584],"category_scores_gemma":[0.006442271,0.0002230847,0.0005399936,0.000333778,0.001155223,0.001036201,0.001720008,0.001616667,0.001503807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005469919,"about_ca_system_score_gemma":0.001149726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891112,"about_ca_topic_score_gemma":0.002137331,"domain_scores_codex":[0.9995831,0.0001408766,0.00001668428,0.00002512432,0.0002103895,0.00002384446],"domain_scores_gemma":[0.9981617,0.0008799316,0.0001264442,0.0002235363,0.0005228801,0.00008542631],"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":[0.0003448469,0.0002074782,0.003402139,0.0004658013,0.0000537061,0.0003338942,0.0004970985,0.6700376,0.01761576,0.1995296,0.006771793,0.1007403],"study_design_scores_gemma":[0.00001067812,0.00003018987,0.0001221203,0.00002576717,0.000002096166,0.00002646061,0.00002373855,0.9904261,0.001969135,0.005593858,0.001763514,0.00000632417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04510889,0.0004743945,0.935822,0.0005209112,0.0001724458,0.0002253863,0.000209143,0.000654627,0.01681225],"genre_scores_gemma":[0.4987784,0.0004629289,0.4854438,0.0001402264,0.00006186175,0.0003966586,0.0004683623,0.000708141,0.01353972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00720584,"threshold_uncertainty_score":0.02410597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006088392966575909,"score_gpt":0.2312922246864246,"score_spread":0.2252038317198487,"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."}}