@article{https://authors.library.caltech.edu/records/t7zw4-qw634, title = "Entanglement-Enabled Advantage for Learning a Bosonic Random Displacement Channel", journal = "Physical Review Letters", year = "2024", url = "https://authors.library.caltech.edu/records/t7zw4-qw634", id = "record", issn = "0031-9007", doi = "10.1103/physrevlett.133.230604", volume = "133" } @other{https://authors.library.caltech.edu/records/50fkk-v3w74, title = "Learning Shallow Quantum Circuits", year = "2024", url = "https://authors.library.caltech.edu/records/50fkk-v3w74", id = "record", isbn = "979-8-4007-0383-6", doi = "10.1145/3618260.3649722" } @other{https://authors.library.caltech.edu/records/vd45e-v5k40, title = "Local Minima in Quantum Systems", year = "2024", url = "https://authors.library.caltech.edu/records/vd45e-v5k40", id = "record", isbn = "979-8-4007-0383-6", doi = "10.1145/3618260.3649675" } @article{https://authors.library.caltech.edu/records/vch3r-5p551, title = "Tight Bounds on Pauli Channel Learning without Entanglement", journal = "Physical Review Letters", year = "2024", url = "https://authors.library.caltech.edu/records/vch3r-5p551", id = "record", issn = "0031-9007", doi = "10.1103/physrevlett.132.180805", volume = "132" } @article{https://authors.library.caltech.edu/records/4c47e-tk450, title = "Learning Conservation Laws in Unknown Quantum Dynamics", journal = "PRX Quantum", year = "2024", url = "https://authors.library.caltech.edu/records/4c47e-tk450", id = "record", issn = "2691-3399", doi = "10.1103/prxquantum.5.010350", volume = "5" } @article{https://authors.library.caltech.edu/records/emet6-x5c96, title = "Dynamical simulation via quantum machine learning with provable generalization", journal = "Physical Review Research", year = "2024", url = "https://authors.library.caltech.edu/records/emet6-x5c96", id = "record", issn = "2643-1564", doi = "10.1103/physrevresearch.6.013241", volume = "6" } @other{https://authors.library.caltech.edu/records/ynhzn-84626, title = "Author Correction: Improved machine learning algorithm for predicting ground state properties", journal = "Nature Communications", year = "2024", url = "https://authors.library.caltech.edu/records/ynhzn-84626", id = "record", issn = "2041-1723", doi = "10.1038/s41467-024-46164-4", volume = "15" } @other{https://authors.library.caltech.edu/records/sqkeq-39m86, title = "Publisher Correction: The complexity of NISQ", journal = "Nature Communications", year = "2024", url = "https://authors.library.caltech.edu/records/sqkeq-39m86", id = "record", issn = "2041-1723", doi = "10.1038/s41467-024-45799-7", volume = "15" } @article{https://authors.library.caltech.edu/records/kd4c1-par39, title = "Learning to Predict Arbitrary Quantum Processes", journal = "PRX Quantum", year = "2023", url = "https://authors.library.caltech.edu/records/kd4c1-par39", id = "record", issn = "2691-3399", doi = "10.1103/prxquantum.4.040337", volume = "4" } @article{https://authors.library.caltech.edu/records/gbkyn-jzz80, title = "Learning Many-Body Hamiltonians with Heisenberg-Limited Scaling", journal = "Physical Review Letters", year = "2023", url = "https://authors.library.caltech.edu/records/gbkyn-jzz80", id = "record", issn = "0031-9007", doi = "10.1103/physrevlett.130.200403", volume = "130" }