{"id":"W2149709878","doi":"10.1109/acc.2000.877025","title":"Coping with actuator dynamics using backstepping for boundary stabilization of Burgers' equation","year":2000,"lang":"en","type":"article","venue":"","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Backstepping; Control theory (sociology); Actuator; Boundary (topology); Dynamics (music); Burgers' equation; Lyapunov function; Mathematics; Computer science; Control (management); Mathematical analysis; Adaptive control; Physics; Partial differential equation; Nonlinear system; Artificial intelligence","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":[0.0001418183,0.0001147468,0.0001953495,0.00006079171,0.0001006962,0.00003718532,0.00005595367,0.00006202971,0.0004600513],"category_scores_gemma":[0.00004719941,0.0001118548,0.00005878865,0.0001727479,0.00005420947,0.0002450306,0.000004114503,0.0000457227,0.00000202222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591489,"about_ca_system_score_gemma":0.00004992428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004517541,"about_ca_topic_score_gemma":0.0002321723,"domain_scores_codex":[0.9992296,0.00001894527,0.0003012712,0.0001428724,0.0001409137,0.0001663833],"domain_scores_gemma":[0.9994355,0.0001936312,0.00003634607,0.0001776888,0.0001182877,0.00003848996],"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":[0.0002460905,0.0001311285,0.001791948,0.0008003636,0.000179115,1.252997e-7,0.001340445,0.899475,0.0129912,0.0056765,0.00002277095,0.07734525],"study_design_scores_gemma":[0.0006134076,0.00005886285,0.0004370215,0.00003935421,0.00004841969,4.443629e-7,0.0002313833,0.9956209,0.001523578,0.001138069,0.0001440627,0.0001444656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4595883,0.00002261691,0.5394911,0.00004536928,0.00004427896,0.0003092347,0.00001784371,0.00008099907,0.0004001771],"genre_scores_gemma":[0.9854988,0.000006667256,0.01429984,0.00002065625,0.00003008124,0.00002438472,0.00006717011,0.00002172772,0.00003070336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5259104,"threshold_uncertainty_score":0.503724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188899856188506,"score_gpt":0.2249312422817523,"score_spread":0.2060412566629017,"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."}}