{"id":"W4416962887","doi":"10.1109/ecce58356.2025.11260408","title":"Optimization of AHB Flyback Converter Based on Operation Mode Analysis","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Flyback converter; Flyback transformer; Flyback diode; Buck–boost converter; Forward converter; Buck converter; Adapter (computing); Rectifier (neural networks)","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":[0.0002339939,0.0005073526,0.0004287333,0.0003661969,0.0003552914,0.0006991709,0.0003820673,0.0002940544,0.003245269],"category_scores_gemma":[0.0002065709,0.0002098839,0.0002757979,0.0002554413,0.0001632161,0.0003915723,0.0001991305,0.0002221256,0.0003480412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004442925,"about_ca_system_score_gemma":0.0004345907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029717,"about_ca_topic_score_gemma":0.002166981,"domain_scores_codex":[0.9998835,0.00001997843,0.000005113013,0.00001943734,0.00005630956,0.00001562412],"domain_scores_gemma":[0.9999338,0.00001904578,0.000009993726,0.000005197638,0.00002814662,0.000003758374],"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":[0.000478572,0.0001852459,0.002783929,0.0005394716,0.00007899025,0.0002616882,0.0003130359,0.6189201,0.1740127,0.01128486,0.002396427,0.1887451],"study_design_scores_gemma":[0.00004530179,0.0001904192,0.001421546,0.00001147667,0.00002425732,0.00006627325,0.00006682018,0.9795394,0.01504751,0.001679609,0.001892737,0.00001467828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3271181,0.000482835,0.6364938,0.000185035,0.00003675531,0.0002728806,0.0002102061,0.0008968516,0.03430346],"genre_scores_gemma":[0.9634782,0.0001219181,0.03184221,0.00001712243,0.00000509568,0.0001220231,0.00007464711,0.00005408035,0.004284641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003245269,"threshold_uncertainty_score":0.01085651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005160742856964828,"score_gpt":0.2363504091690257,"score_spread":0.2311896663120609,"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."}}