{"id":"W1990050218","doi":"10.1016/j.camwa.2010.07.036","title":"The role of the kinetic parameter in the stability of two-relaxation-time advection–diffusion lattice Boltzmann schemes","year":2010,"lang":"en","type":"article","venue":"Computers & Mathematics with Applications","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Péclet number; Lattice Boltzmann methods; Advection; Mathematics; Statistical physics; Relaxation (psychology); Numerical diffusion; Stability (learning theory); Applied mathematics; Diffusion; Von Neumann stability analysis; Numerical stability; Mathematical analysis; Physics; Mechanics; Numerical analysis; Computer science; Thermodynamics","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":[0.0003725202,0.0001445042,0.0001899579,0.00004370839,0.0002011648,0.00003367222,0.000505079,0.00004527915,0.000007481375],"category_scores_gemma":[0.00007929842,0.00007462382,0.0000639659,0.0004840437,0.0002618652,0.00006758339,0.0000856816,0.0002439156,0.000011047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001980447,"about_ca_system_score_gemma":0.00002093343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009617871,"about_ca_topic_score_gemma":0.00006165021,"domain_scores_codex":[0.99893,0.00004361147,0.0004531615,0.0001378959,0.0002851544,0.0001501221],"domain_scores_gemma":[0.9970571,0.001643516,0.0002139694,0.0008986253,0.0001641919,0.00002264314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006025217,0.002693245,0.05766855,0.001625669,0.0009058465,6.097902e-7,0.05403354,0.1428613,0.09194727,0.5966573,0.0008777194,0.05066867],"study_design_scores_gemma":[0.0008942956,0.00004298578,0.036725,0.0001299388,0.0001963643,0.00001208126,0.001737529,0.8849419,0.008897865,0.05634077,0.009733973,0.0003472671],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238161,0.0001694161,0.07170762,0.0003149404,0.0000837932,0.001540908,0.00001055938,0.0000881907,0.002268448],"genre_scores_gemma":[0.9773943,0.000009779554,0.02225618,0.0000178779,0.00003168809,0.0002547463,0.000002867827,0.00001899045,0.00001351981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7420807,"threshold_uncertainty_score":0.3043071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008051743675497857,"score_gpt":0.2288755630834372,"score_spread":0.2208238194079393,"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."}}