{"id":"W3212367205","doi":"10.22331/q-2021-11-08-572","title":"Encoding strongly-correlated many-boson wavefunctions on a photonic quantum computer: application to the attractive Bose-Hubbard model","year":2021,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Ansatz; Wave function; Quantum computer; Boson; Quantum; Physics; Hamiltonian (control theory); Statistical physics; Quantum mechanics; Quantum information; Computer science; Mathematics; Mathematical optimization","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001983183,0.0002408673,0.0002029681,0.0001517684,0.0006911146,0.0001420706,0.0009274855,0.00009727895,0.000007395824],"category_scores_gemma":[0.00002050726,0.0002182257,0.0001604514,0.001285704,0.0000454986,0.0002286899,0.0004701283,0.0004960811,0.0001766346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734893,"about_ca_system_score_gemma":0.0001428023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004227185,"about_ca_topic_score_gemma":0.0000189767,"domain_scores_codex":[0.9981666,0.000137641,0.0001768957,0.000956977,0.0001457922,0.0004160591],"domain_scores_gemma":[0.998346,0.0002099015,0.0001214826,0.0009854614,0.000160497,0.0001766071],"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":[0.00001677977,0.00009953737,0.00006741308,0.000004059543,0.00003496879,0.00005600868,0.0004132617,0.8938157,0.0004478732,0.1011567,0.000227521,0.003660212],"study_design_scores_gemma":[0.0003294912,0.0001284023,0.0005880872,0.00003631432,0.00002524762,0.00002061216,0.00008745731,0.9914938,0.0008456135,0.005111564,0.001073071,0.0002603801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.360629,0.00001006991,0.6375982,0.0007142058,0.0002773978,0.0001796372,0.000005856064,0.0001845288,0.0004011412],"genre_scores_gemma":[0.9936038,0.00001287726,0.005448242,0.0003899589,0.0001028414,0.000002554059,0.000008737114,0.00001648792,0.0004145358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6329748,"threshold_uncertainty_score":0.8898987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366002715469295,"score_gpt":0.1903116472778517,"score_spread":0.1566516201231588,"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."}}