{"id":"W1978507854","doi":"10.1016/j.jcp.2008.03.024","title":"A study of moving mesh PDE methods for numerical simulation of blowup in reaction diffusion equations","year":2008,"lang":"en","type":"article","venue":"Journal of Computational Physics","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Partial differential equation; Mathematics; Scaling; Constant (computer programming); Diffusion equation; Work (physics); Variable (mathematics); Differential equation; Parabolic partial differential equation; Mathematical analysis; Applied mathematics; Computer science; Geometry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00155081,0.0007719168,0.000878039,0.0007105041,0.0008737281,0.001102486,0.001338216,0.00192523,0.002519789],"category_scores_gemma":[0.008018909,0.0004915337,0.0009499784,0.0005121654,0.001384548,0.001381146,0.001181685,0.001059769,0.0002368111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167952,"about_ca_system_score_gemma":0.0004721674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710009,"about_ca_topic_score_gemma":0.001086223,"domain_scores_codex":[0.9995338,0.000242985,0.00002402117,0.00003975233,0.0001283938,0.00003101754],"domain_scores_gemma":[0.9965209,0.002622846,0.0001767732,0.000189873,0.0003657559,0.0001238386],"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":[0.0004810497,0.0002349503,0.002261182,0.0005743197,0.0001944944,0.0006016449,0.0004395088,0.7301922,0.02630263,0.1779021,0.001953407,0.05886251],"study_design_scores_gemma":[0.00001233087,0.00005116163,0.0001565482,0.00001329243,0.000008272887,0.00002848551,0.00001385227,0.9944984,0.0009759706,0.003512502,0.0007229539,0.000006150228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2509669,0.005184194,0.7201483,0.001292811,0.0007436295,0.0002293448,0.00009125299,0.0004256891,0.02091784],"genre_scores_gemma":[0.8651996,0.001621999,0.1210978,0.0003335531,0.000272242,0.0001654245,0.0001216889,0.0004373098,0.01075029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002710009,"threshold_uncertainty_score":0.008429527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008806162366246,"score_gpt":0.333885122933007,"score_spread":0.3037970613093446,"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."}}