{"id":"W2575563393","doi":"10.1016/j.jprocont.2016.09.011","title":"Generalized Hamiltonian representation of thermo-mechanical systems based on an entropic formulation","year":2017,"lang":"en","type":"article","venue":"Journal of Process Control","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Dissipative system; Dissipation; Mechanical system; Thermodynamic system; Hamiltonian (control theory); Hamiltonian system; Isentropic process; Mathematics; Statistical physics; Entropy (arrow of time); Representation (politics); Applied mathematics; Computer science; Physics; Thermodynamics; Mathematical analysis; Mathematical optimization; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003655492,0.0006115848,0.0008279975,0.0007719789,0.0004809868,0.001237896,0.0009743018,0.0009558972,0.005148054],"category_scores_gemma":[0.0004829927,0.0002345959,0.000661893,0.0004226874,0.001378459,0.001517868,0.001092269,0.00102842,0.0004777277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863441,"about_ca_system_score_gemma":0.0005930988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138372,"about_ca_topic_score_gemma":0.00170583,"domain_scores_codex":[0.9998434,0.00005425343,0.000008029634,0.00002028045,0.00005099934,0.00002306712],"domain_scores_gemma":[0.9997911,0.00004483443,0.00003270224,0.00003483766,0.00004968448,0.000046848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001554398,0.00003995148,0.0001026585,0.00005003016,0.00002102089,0.00009789043,0.00008810042,0.05804722,0.003339802,0.9333345,0.0007418403,0.004121398],"study_design_scores_gemma":[0.00001227369,0.00003600546,0.0002126056,0.00001298277,0.00001032646,0.00005069537,0.00004474039,0.6714421,0.0002574531,0.326162,0.001736555,0.00002231881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1493145,0.00208071,0.7759489,0.001673678,0.001054337,0.00009529872,0.0002663393,0.000182354,0.06938385],"genre_scores_gemma":[0.922948,0.00104332,0.04547151,0.0004945348,0.0006317082,0.0001170936,0.0001731422,0.0001487756,0.02897188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005148054,"threshold_uncertainty_score":0.01722193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472502666278564,"score_gpt":0.2712841845219283,"score_spread":0.2565591578591427,"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."}}