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Noise-induced barren plateaus in variational quantum algorithms.
Wang S, Fontana E, Cerezo M, Sharma K, Sone A, Cincio L, Coles PJ. Wang S, et al. Among authors: cincio l. Nat Commun. 2021 Nov 29;12(1):6961. doi: 10.1038/s41467-021-27045-6. Nat Commun. 2021. PMID: 34845216 Free PMC article.
Generalization in quantum machine learning from few training data.
Caro MC, Huang HY, Cerezo M, Sharma K, Sornborger A, Cincio L, Coles PJ. Caro MC, et al. Among authors: cincio l. Nat Commun. 2022 Aug 22;13(1):4919. doi: 10.1038/s41467-022-32550-3. Nat Commun. 2022. PMID: 35995777 Free PMC article.
Out-of-distribution generalization for learning quantum dynamics.
Caro MC, Huang HY, Ezzell N, Gibbs J, Sornborger AT, Cincio L, Coles PJ, Holmes Z. Caro MC, et al. Among authors: cincio l. Nat Commun. 2023 Jul 5;14(1):3751. doi: 10.1038/s41467-023-39381-w. Nat Commun. 2023. PMID: 37407571 Free PMC article.
Quantum self-consistent equation-of-motion method for computing molecular excitation energies, ionization potentials, and electron affinities on a quantum computer.
Asthana A, Kumar A, Abraham V, Grimsley H, Zhang Y, Cincio L, Tretiak S, Dub PA, Economou SE, Barnes E, Mayhall NJ. Asthana A, et al. Among authors: cincio l. Chem Sci. 2023 Jan 27;14(9):2405-2418. doi: 10.1039/d2sc05371c. eCollection 2023 Mar 1. Chem Sci. 2023. PMID: 36873839 Free PMC article.
20 results