{"id":"W4393216098","doi":"10.1088/1367-2630/ad3843","title":"Optimal quantum control of charging quantum batteries","year":2024,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Fundacja na rzecz Nauki Polskiej","keywords":"Physics; Quantum; Qubit; Battery (electricity); Optimal control; Quantum mechanics; Power (physics); Mathematical optimization; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001038343,0.0001317719,0.0003214107,0.00003722608,0.0000360495,0.00004297371,0.0001448016,0.00002135449,0.0001330313],"category_scores_gemma":[0.000007964954,0.0001086696,0.0001876755,0.0001080411,0.00003535764,0.0001975063,0.0000206552,0.000254326,0.00000838405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000170561,"about_ca_system_score_gemma":0.0001274133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001046867,"about_ca_topic_score_gemma":1.114295e-7,"domain_scores_codex":[0.9991164,0.00002328755,0.0003798269,0.00009983515,0.0002023673,0.0001783125],"domain_scores_gemma":[0.999317,0.0001532023,0.0002183551,0.00009946393,0.0001117018,0.0001003106],"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":[0.00004157244,0.00004956551,0.00004643702,0.00002960142,0.0001506091,0.00001043107,0.0002032771,0.002435165,0.01150059,0.9247818,0.0001551603,0.06059578],"study_design_scores_gemma":[0.0006729807,0.0002746911,0.00003926432,0.0002313253,0.0001160567,0.00000657946,0.000245492,0.3000497,0.00416265,0.6922249,0.001809209,0.0001672279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04685123,0.0002706865,0.951754,0.0001657964,0.0005377248,0.0000448216,0.00009156023,0.000007483187,0.0002766493],"genre_scores_gemma":[0.9954466,0.00001085207,0.003525842,0.00002034029,0.0009169246,6.942372e-7,0.000003554255,0.00002441653,0.00005076214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9485954,"threshold_uncertainty_score":0.4431417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088829536151111,"score_gpt":0.2632143876819882,"score_spread":0.2523260923204771,"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."}}