{"id":"W2107860716","doi":"10.1109/mwsym.2013.6697344","title":"Hybrid approach for accelerated convergence of waveform relaxation based simulation of package/board power distribution networks","year":2013,"lang":"en","type":"article","venue":"","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Waveform; Parallelizable manifold; Convergence (economics); Relaxation (psychology); Computer science; Spice; Power (physics); Algorithm; Iterative method; Key (lock); Electronic engineering; Computer engineering; Engineering; Telecommunications","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":[0.0001235646,0.0001046365,0.0001696314,0.0000339043,0.00002791624,0.000008677875,0.00007407346,0.0000724384,0.0003202595],"category_scores_gemma":[0.00005117424,0.00009201037,0.00006165352,0.0001340578,0.00002562465,0.0001722714,0.000009785676,0.00006857549,0.000001723782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003830325,"about_ca_system_score_gemma":0.00001157561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003672475,"about_ca_topic_score_gemma":0.000001705309,"domain_scores_codex":[0.9992321,0.00002144112,0.0003484862,0.0001278774,0.0001158853,0.0001541999],"domain_scores_gemma":[0.9993419,0.0001260879,0.00008378273,0.0001957328,0.0002153644,0.0000371345],"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":[0.00004395591,0.00006363365,0.0005547909,0.0001354165,0.00001279557,2.471645e-8,0.00002822594,0.9619304,0.03392414,0.0001138248,0.0007443671,0.002448432],"study_design_scores_gemma":[0.0003412252,0.0001311003,0.008245588,0.00001622046,0.00001055337,9.923206e-8,0.00001072849,0.8527864,0.1382149,0.0001390033,0.00001951968,0.00008460295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5089118,0.00002222514,0.4903058,0.000006175914,0.00004539927,0.0003679987,0.00001339183,0.00005107269,0.0002761932],"genre_scores_gemma":[0.9967799,0.000004444028,0.00254948,0.000005115174,0.00001267523,0.00004162161,0.0005681158,0.00001207379,0.00002658751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4878681,"threshold_uncertainty_score":0.3752074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230206678588624,"score_gpt":0.2180348454068171,"score_spread":0.2057327786209308,"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."}}