{"id":"W4401568662","doi":"10.1109/pn62551.2024.10621829","title":"Implementation and Scaling of an Optical Computing Unit Based on Transient Nonlinear Dynamics","year":2024,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Transient (computer programming); Scaling; Nonlinear system; Computer science; Transient analysis; Dynamics (music); Nonlinear optics; Nonlinear dynamical systems; Statistical physics; Physics; Transient response; Mathematics; Engineering; Electrical engineering","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":[0.0002267174,0.0002959156,0.0002139857,0.0003075087,0.0004341396,0.0006568719,0.001706632,0.0004714758,0.00354051],"category_scores_gemma":[0.0009003214,0.0001704794,0.0001665157,0.000188731,0.0003927536,0.001135803,0.0006145718,0.0005632806,0.0007293925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004987878,"about_ca_system_score_gemma":0.0006321305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005964683,"about_ca_topic_score_gemma":0.0007077651,"domain_scores_codex":[0.9998313,0.00001690755,0.00001077135,0.00003883732,0.00007607627,0.00002611339],"domain_scores_gemma":[0.9995955,0.00007441032,0.00004239412,0.0001026144,0.0001222383,0.00006287856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003353427,0.0008223238,0.00261397,0.0002540325,0.0000682372,0.0004399244,0.0003452338,0.05145397,0.722396,0.04916935,0.004390219,0.1677115],"study_design_scores_gemma":[0.00007282344,0.0009393364,0.000983058,0.00003473246,0.00004952667,0.0003895781,0.00006865057,0.5937304,0.3834021,0.005338202,0.014945,0.00004654455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5608126,0.0005261399,0.4011517,0.001229217,0.0005726455,0.0003845308,0.0002019301,0.004810354,0.03031087],"genre_scores_gemma":[0.8920524,0.00008755578,0.1044922,0.0001397057,0.00002964906,0.0001519611,0.00006948389,0.0001002836,0.002876883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00354051,"threshold_uncertainty_score":0.01184422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009968178518777987,"score_gpt":0.2778163812022502,"score_spread":0.2678482026834722,"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."}}