{"id":"W2153971576","doi":"10.1137/s1064827599360741","title":"Fast Finite Volume Simulation of 3D Electromagnetic Problems with Highly Discontinuous Coefficients","year":2001,"lang":"en","type":"article","venue":"SIAM Journal on Scientific Computing","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics; Discretization; Maxwell's equations; Mathematical analysis; Classification of discontinuities; Applied mathematics; Domain decomposition methods; Finite volume method; Helmholtz equation; Finite element method; Iterative method; Multigrid method; Partial differential equation; Boundary value problem; Mathematical optimization; 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":[0.00045003,0.000498347,0.0006077891,0.0003995773,0.0004554659,0.0009136826,0.000862146,0.001396935,0.001620169],"category_scores_gemma":[0.001653038,0.0003268225,0.0005192833,0.0004445488,0.0008799964,0.0005163202,0.0008087642,0.0007305031,0.000198106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668174,"about_ca_system_score_gemma":0.0007177893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003810014,"about_ca_topic_score_gemma":0.002727101,"domain_scores_codex":[0.9998528,0.00004413852,0.000005314592,0.000013598,0.00005330645,0.00003085276],"domain_scores_gemma":[0.9992074,0.0005755576,0.00006011431,0.00004268715,0.00006284642,0.00005128441],"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":[0.00003020854,0.00003209154,0.000534257,0.00002704848,0.000009409277,0.00009298632,0.00008555182,0.9899741,0.002817071,0.003724898,0.0001512395,0.002521061],"study_design_scores_gemma":[0.000005392977,0.000007416454,0.00004676364,0.000002205412,0.000001081578,0.00001139133,0.00001031348,0.9979451,0.0008692642,0.0008616498,0.0002367265,0.000002630336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4359228,0.0002856474,0.5494776,0.0006116183,0.0001227715,0.0001186529,0.0003220567,0.001058054,0.01208072],"genre_scores_gemma":[0.885974,0.0001569271,0.1111804,0.00009451779,0.00002482701,0.0001516912,0.0002124887,0.0001221326,0.002083119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003810014,"threshold_uncertainty_score":0.007575691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322133585048279,"score_gpt":0.2547023628363938,"score_spread":0.241481026985911,"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."}}