{"id":"W4318983914","doi":"10.22331/q-2023-02-02-912","title":"TensorCircuit: a Quantum Software Framework for the NISQ Era","year":2023,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Tencent","keywords":"Computer science; Speedup; Quantum circuit; Quantum computer; Computational science; Qubit; Python (programming language); Quantum; Parallel computing; Software; Quantum algorithm; Parameterized complexity; Computer engineering; Electronic circuit; Computer architecture; Theoretical computer science; Quantum error correction; Algorithm; Programming language; Physics","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":[0.001040073,0.00102931,0.0008576318,0.0006925245,0.0008396647,0.001356425,0.003232842,0.001283917,0.0211721],"category_scores_gemma":[0.003987492,0.0007451951,0.001247044,0.0008124235,0.001229956,0.002854822,0.002052969,0.002454678,0.003833474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668581,"about_ca_system_score_gemma":0.003106618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007095038,"about_ca_topic_score_gemma":0.007552736,"domain_scores_codex":[0.9993874,0.0001438248,0.00003983242,0.00008762133,0.0002601567,0.0000811511],"domain_scores_gemma":[0.9988715,0.0004657184,0.00006355694,0.0002472535,0.0002522814,0.00009959815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005331042,0.000215245,0.003075093,0.001003405,0.0002382257,0.0003481868,0.0004320945,0.4231296,0.02106223,0.3531398,0.09446042,0.1023627],"study_design_scores_gemma":[0.00008593092,0.00005897194,0.0002313599,0.00005087676,0.00002144533,0.00009857743,0.0000247695,0.8907514,0.007168136,0.05329305,0.04816226,0.00005313311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01435074,0.0004825301,0.8932519,0.0004853273,0.0002964548,0.0002205824,0.002326333,0.06805236,0.02053372],"genre_scores_gemma":[0.3689372,0.001297721,0.570661,0.0009521584,0.0001709677,0.001419261,0.008125103,0.02949608,0.01894061],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0211721,"threshold_uncertainty_score":0.07082772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581544383577675,"score_gpt":0.2767935362872286,"score_spread":0.2509780924514518,"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."}}