{"id":"W3160183268","doi":"10.20381/ruor-26256","title":"Dynamic Load Balancing for a hp-adaptive Discontinuous Galerkin Wave Equation Solver via Spacing-Filling Curve and Advanced Data Structure","year":2021,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Solver; Discontinuous Galerkin method; Galerkin method; Mathematical analysis; Mathematics; Computer science; Structural engineering; Mathematical optimization; Engineering; Finite element method","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006638402,0.0002675533,0.0005369614,0.0003017579,0.0002600088,0.000039407,0.0004604916,0.000251955,0.00004629446],"category_scores_gemma":[0.0009110724,0.0003381739,0.00008251056,0.0004466503,0.0001149505,0.0004431377,0.0002052035,0.0007056498,0.000002007602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874931,"about_ca_system_score_gemma":0.0001583565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002026943,"about_ca_topic_score_gemma":0.0007763794,"domain_scores_codex":[0.9978304,0.000139011,0.0002595977,0.0005842139,0.0007738632,0.0004129377],"domain_scores_gemma":[0.996864,0.001544267,0.00019552,0.000512712,0.0007675509,0.0001159392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00042691,0.0002806408,0.0003570128,0.01674596,0.002047719,0.0002873678,0.0189121,0.1741944,0.08820636,0.01569339,0.001151526,0.6816967],"study_design_scores_gemma":[0.0006200058,0.0001012173,0.0008465286,0.0006287592,0.00007547349,0.000005874644,0.006841302,0.9661389,0.000683275,0.02315984,0.0005216257,0.0003772204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03852317,0.0004227364,0.958365,0.00002976224,0.0003068486,0.0007528841,0.0005915581,0.00007534458,0.0009326664],"genre_scores_gemma":[0.2149817,0.0002198426,0.7810596,0.000002401642,0.0000530931,0.000003271876,0.002472338,0.00008538583,0.001122332],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7919445,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07688572421079817,"score_gpt":0.3430336782876294,"score_spread":0.2661479540768312,"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."}}