{"id":"W2129697028","doi":"10.1002/cnm.719","title":"A free surface updating methodology for marker function‐based Eulerian free surface capturing techniques on unstructured meshes","year":2004,"lang":"en","type":"article","venue":"Communications in Numerical Methods in Engineering","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"AUTO21 Network of Centres of Excellence; Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Discretization; Polygon mesh; Free surface; Function (biology); Computational fluid dynamics; Surface (topology); Finite element method; Variable (mathematics); Computer science; Flow (mathematics); Applied mathematics; Interface (matter); Algorithm; Mathematics; Computational science; Mathematical optimization; Mechanics; Mathematical analysis; Geometry; Physics; Engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006439228,0.0003812292,0.0003821562,0.0006180244,0.0002633051,0.0007459974,0.001231609,0.0007306956,0.001358539],"category_scores_gemma":[0.002014708,0.0003117569,0.0003966128,0.0003907694,0.000558253,0.0006737024,0.0007455326,0.000754411,0.0004299757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002986296,"about_ca_system_score_gemma":0.0003372994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230819,"about_ca_topic_score_gemma":0.0009766397,"domain_scores_codex":[0.9997098,0.00007978456,0.00001626627,0.00003455101,0.0001446165,0.00001504547],"domain_scores_gemma":[0.9994888,0.0001768974,0.00005191384,0.00008615687,0.0001734112,0.00002273405],"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":[0.00009224875,0.0001243544,0.001002527,0.0001605821,0.00004189202,0.0001529358,0.000421769,0.4542378,0.06573895,0.08493564,0.00152915,0.3915621],"study_design_scores_gemma":[0.000003526405,0.00001942297,0.00008462952,0.000003235962,0.000002793679,0.00002076451,0.000007006796,0.9939639,0.002606187,0.001823364,0.00145914,0.000006063333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005400886,0.00003571302,0.993947,0.00002077275,0.00001530361,0.00001912922,0.00000535975,0.00009905298,0.0004567906],"genre_scores_gemma":[0.227627,0.0001520391,0.7684868,0.00004694928,0.00002831837,0.0001319907,0.00006860295,0.0001385477,0.003319767],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001358539,"threshold_uncertainty_score":0.004544795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05468257800752457,"score_gpt":0.3439894850871356,"score_spread":0.289306907079611,"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."}}