{"id":"W2560078837","doi":"10.1063/1.4968754","title":"Integrating finite elements with optimal control to simulate active vibrations attenuation","year":2016,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Attenuation; Actuator; Control theory (sociology); Holonomic; Vibration; Optimal control; Finite element method; Vibration control; Process (computing); Computer science; Finite set; Engineering; Mathematics; Physics; Control (management); Acoustics; Mathematical optimization; Structural engineering; Mathematical analysis","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":[0.0004960235,0.0004404864,0.0005048718,0.00037056,0.0002368084,0.0004604048,0.0006857638,0.001021968,0.001434622],"category_scores_gemma":[0.001734636,0.0003139329,0.0003930956,0.0002625471,0.0007239321,0.0004009343,0.0004499348,0.0006691263,0.0001515525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004738168,"about_ca_system_score_gemma":0.0006027096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00662054,"about_ca_topic_score_gemma":0.003523008,"domain_scores_codex":[0.9997277,0.00009002177,0.00001112073,0.00002149185,0.0001214444,0.00002832048],"domain_scores_gemma":[0.9994442,0.0003837107,0.0000418146,0.00004960324,0.00006230435,0.00001830005],"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":[0.00002203741,0.00001708189,0.0001051497,0.00001226383,0.00000429713,0.00001186391,0.00001975692,0.9921677,0.001351725,0.003855041,0.00004020848,0.002392969],"study_design_scores_gemma":[0.000002692518,0.00000498248,0.000009908419,0.000001031279,6.697346e-7,0.000001309828,0.000001690662,0.9991264,0.0003393116,0.0004107345,0.0001001817,0.000001122561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09098074,0.00009465521,0.9004776,0.00009948782,0.00006003681,0.00007102185,0.000048,0.0004929802,0.007675435],"genre_scores_gemma":[0.8544977,0.00007589339,0.1424465,0.00003246962,0.00001012321,0.0002069294,0.00004497658,0.00007455968,0.002610849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00662054,"threshold_uncertainty_score":0.01316398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009928521415060195,"score_gpt":0.2166664888296787,"score_spread":0.2067379674146185,"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."}}