Patrick J. Coles, Ph.D.
Affiliations: | University of California, Berkeley, Berkeley, CA, United States |
Area:
Nuclear magnetic resonance, MaterialsGoogle:
"Patrick Coles"Mean distance: 9.32
Cross-listing: Materials Tree
Parents
Sign in to add mentor| Jeffrey Alan Reimer | grad student | 2008 | UC Berkeley | |
| (Model for optically-induced nuclear spin polarization in gallium arsenide.) | ||||
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Publications
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| Larocca M, Ju N, García-Martín D, et al. (2023) Theory of overparametrization in quantum neural networks. Nature Computational Science. 3: 542-551 |
| Caro MC, Huang HY, Ezzell N, et al. (2023) Out-of-distribution generalization for learning quantum dynamics. Nature Communications. 14: 3751 |
| Cerezo M, Verdon G, Huang HY, et al. (2022) Challenges and opportunities in quantum machine learning. Nature Computational Science. 2: 567-576 |
| Huerta Alderete C, Gordon MH, Sauvage F, et al. (2022) Inference-Based Quantum Sensing. Physical Review Letters. 129: 190501 |
| Caro MC, Huang HY, Cerezo M, et al. (2022) Generalization in quantum machine learning from few training data. Nature Communications. 13: 4919 |
| Sharma K, Cerezo M, Cincio L, et al. (2022) Trainability of Dissipative Perceptron-Based Quantum Neural Networks. Physical Review Letters. 128: 180505 |
| Geller MR, Arrasmith A, Holmes Z, et al. (2022) Quantum simulation of operator spreading in the chaotic Ising model. Physical Review. E. 105: 035302 |
| Sharma K, Cerezo M, Holmes Z, et al. (2022) Reformulation of the No-Free-Lunch Theorem for Entangled Datasets. Physical Review Letters. 128: 070501 |
| Wang S, Fontana E, Cerezo M, et al. (2021) Noise-induced barren plateaus in variational quantum algorithms. Nature Communications. 12: 6961 |
| Beckey JL, Gigena N, Coles PJ, et al. (2021) Computable and Operationally Meaningful Multipartite Entanglement Measures. Physical Review Letters. 127: 140501 |