{"id":"W4386881187","doi":"10.1021/acs.jpca.3c03015","title":"Modular Cluster Circuits for the Variational Quantum Eigensolver","year":2023,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; New Brunswick Innovation Foundation; Canada Foundation for Innovation","keywords":"Quantum circuit; Quantum computer; Coupled cluster; Computer science; Qubit; Modular design; Quantum; Quantum gate; Quantum algorithm; Algorithm; Electronic circuit; Topology (electrical circuits); Quantum error correction; Computational science; Quantum mechanics; Physics; Mathematics; Molecule","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002360248,0.0002921768,0.000277346,0.0003037763,0.0003738966,0.0004772785,0.0009196426,0.0005285567,0.00458889],"category_scores_gemma":[0.0007306346,0.0001408681,0.000324589,0.0002661222,0.0005465507,0.0005126699,0.0006922191,0.0005874372,0.0004164693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008041411,"about_ca_system_score_gemma":0.0004937245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007769066,"about_ca_topic_score_gemma":0.001253607,"domain_scores_codex":[0.9998711,0.00002778931,0.00000472811,0.00002563809,0.00004366518,0.00002697339],"domain_scores_gemma":[0.9998497,0.00004943906,0.00001490322,0.00003369464,0.00003479898,0.00001751365],"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":[0.0001401062,0.00006998575,0.000264619,0.00007554876,0.00002552285,0.00006645089,0.0001128629,0.2010991,0.04819998,0.7110469,0.001667119,0.03723168],"study_design_scores_gemma":[0.00003084814,0.0001040686,0.0001276354,0.000006746686,0.000009200387,0.00003020799,0.00001325088,0.9084277,0.01025776,0.07782056,0.003156753,0.00001528819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2434636,0.0002179441,0.7372425,0.0003793484,0.00009786613,0.0001609447,0.0001226914,0.0010019,0.01731323],"genre_scores_gemma":[0.8658544,0.00009536231,0.1291973,0.0001012717,0.00002661742,0.0001614029,0.00006590717,0.00007469856,0.004422971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00458889,"threshold_uncertainty_score":0.01535141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441173895434144,"score_gpt":0.249169542657396,"score_spread":0.2347578037030545,"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."}}