{"id":"W4297146352","doi":"10.3390/aerospace9100538","title":"MPI Parallelization of Numerical Simulations for Pulsed Vacuum Arc Plasma Plumes Based on a Hybrid DSMC/PIC Algorithm","year":2022,"lang":"en","type":"article","venue":"Aerospace","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Direct simulation Monte Carlo; Plume; Poisson's equation; Computational physics; Plasma; Particle-in-cell; Grid; Physics; Mechanics; Computer science; Monte Carlo method; Meteorology; Geometry; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006555995,0.001124694,0.0009887561,0.0007552041,0.001028712,0.0008414412,0.002517491,0.0006724429,0.004837888],"category_scores_gemma":[0.001777951,0.0004723179,0.0007575037,0.001343563,0.000569311,0.0005232016,0.001177917,0.001239703,0.001065143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008679215,"about_ca_system_score_gemma":0.002073888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418622,"about_ca_topic_score_gemma":0.008341918,"domain_scores_codex":[0.9995455,0.00008983884,0.00003291671,0.00005103454,0.0001791497,0.0001014305],"domain_scores_gemma":[0.9992669,0.0001948912,0.00004035943,0.0001312573,0.0002870505,0.00007949241],"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":[0.0005273385,0.0003373346,0.004488464,0.0003034328,0.0001460928,0.00061303,0.0004830199,0.8698876,0.01616282,0.02061648,0.01575538,0.07067908],"study_design_scores_gemma":[0.00004838434,0.00001585024,0.000247978,0.00000300048,0.000004679637,0.00001478171,0.00001341965,0.9954189,0.002016416,0.0006887555,0.001519908,0.000008044016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2340784,0.0005731188,0.6788269,0.0006303495,0.0003155891,0.0005227571,0.002009714,0.04252646,0.04051672],"genre_scores_gemma":[0.5219564,0.0002654396,0.4640036,0.0001811716,0.0000657661,0.00130422,0.00357396,0.002379466,0.006270044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01418622,"threshold_uncertainty_score":0.02820724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105132076863753,"score_gpt":0.2414722907330087,"score_spread":0.2309590830466334,"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."}}