{"id":"W2763604359","doi":"10.1115/omae2017-61136","title":"Solving 2D Fluid-Structure Interaction Problem by a Coupled Particle Method","year":2017,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fluid–structure interaction; Discretization; Nonlinear system; Mechanics; Isotropy; Free surface; Flow (mathematics); Computation; Breaking wave; Smoothed-particle hydrodynamics; Computer science; Conjugate gradient method; Particle (ecology); Physics; Mathematics; Mathematical analysis; Structural engineering; Finite element method; Geology; Wave propagation; Engineering; Algorithm","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":[0.00006727432,0.0001157403,0.0001099077,0.00003287288,0.0003296437,0.0002786795,0.0001458525,0.00006041792,0.0007899251],"category_scores_gemma":[0.000040447,0.0001080486,0.00004814595,0.0000391647,0.00001553423,0.0006881063,0.00003407125,0.0001519489,0.00005257589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007518001,"about_ca_system_score_gemma":0.000006424421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001816606,"about_ca_topic_score_gemma":0.0001838999,"domain_scores_codex":[0.9994007,0.00001098916,0.000187984,0.0001387357,0.0000796984,0.0001819384],"domain_scores_gemma":[0.9994314,0.00005106557,0.00003867104,0.0003665734,0.00005242737,0.0000598584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008228512,0.00002695235,0.0006549062,0.00002357634,0.00007938054,0.000001264105,0.0002382652,0.2667316,0.7103871,0.003453512,0.01121941,0.007175836],"study_design_scores_gemma":[0.0001910902,0.00001276566,0.0004704713,0.00001681726,0.00001393723,0.000007493799,0.00005302731,0.9802597,0.01294508,0.0003432164,0.005554481,0.0001319607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3950279,0.00007763877,0.5813674,0.0003763679,0.0009386482,0.0002380872,0.00003057594,0.0004948993,0.02144844],"genre_scores_gemma":[0.9749829,0.00001698272,0.02334294,0.0000345003,0.00005834457,0.00001381557,0.00001840664,0.000026388,0.001505728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7135281,"threshold_uncertainty_score":0.8649126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076841427002172,"score_gpt":0.2812997762208947,"score_spread":0.270531361950873,"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."}}