{"id":"W4407437711","doi":"10.1088/1751-8121/adb5df","title":"Leveraging Hamiltonian simulation techniques to compile operations on bosonic devices","year":2025,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Institute for Advanced Research","funders":"Advanced Scientific Computing Research; Basic Energy Sciences; UCL Engineering, University College London","keywords":"Compiler; Computer science; Compile time; Hamiltonian (control theory); Programming language; 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":[0.0003538588,0.0001070924,0.0002270737,0.00008766291,0.0001334373,0.0001943017,0.0003004569,0.00003373511,0.000005645757],"category_scores_gemma":[0.0001051563,0.00007291087,0.00007041977,0.0002211482,0.00008953582,0.00009584054,0.0001471078,0.0002246975,0.000005048624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000170428,"about_ca_system_score_gemma":0.00004253959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.503137e-7,"about_ca_topic_score_gemma":5.472023e-8,"domain_scores_codex":[0.9991449,0.00006243176,0.0003050493,0.0001389636,0.0002065654,0.0001420996],"domain_scores_gemma":[0.9991302,0.0004491568,0.00005170314,0.0001648371,0.0001075495,0.00009657149],"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":[0.000006138823,0.0001053477,0.000004272932,0.00002813905,0.00001700978,0.000004142177,0.0003981437,0.009815587,0.0001549315,0.9671314,0.00001325533,0.02232162],"study_design_scores_gemma":[0.00006941103,0.0001197071,0.00004255953,0.0002386792,0.000007519681,0.000009154197,0.00001007198,0.4831752,0.001208595,0.5149981,0.00007116721,0.00004977928],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2237795,0.00001316339,0.7723978,0.003123473,0.00004530177,0.00007781327,4.805701e-7,0.00002686698,0.0005356769],"genre_scores_gemma":[0.8858665,0.000001339122,0.1131782,0.000840503,0.00009753933,0.000001524095,1.074661e-7,0.00000415427,0.00001010868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6620871,"threshold_uncertainty_score":0.2973219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009894133750762335,"score_gpt":0.2811534892278583,"score_spread":0.271259355477096,"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."}}