Roger G. Melko, Ph.D.
Affiliations: | 2005 | University of California, Santa Barbara, Santa Barbara, CA, United States |
Area:
Condensed Matter Theoretical PhysicsGoogle:
"Roger Melko"Mean distance: 6776
Parents
Sign in to add mentor| Douglas James Scalapino | grad student | 2005 | UC Santa Barbara | |
| (Quantum Monte Carlo simulations of spin 1/2 XY models with ring exchange.) | ||||
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Publications
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| Melko RG, Carrasquilla J. (2024) Language models for quantum simulation. Nature Computational Science. 4: 11-18 |
| Bova F, Goldfarb A, Melko RG. (2021) Commercial applications of quantum computing. Epj Quantum Technology. 8: 2 |
| Yevick D, Melko RG. (2021) The accuracy of restricted Boltzmann machine models of Ising systems Computer Physics Communications. 258: 107518 |
| Torlai G, Melko RG. (2020) Machine-Learning Quantum States in the NISQ Era Annual Review of Condensed Matter Physics. 11: 325-344 |
| Torlai G, Carrasquilla J, Fishman MT, et al. (2020) Wave-function positivization via automatic differentiation Arxiv: Quantum Physics. 2 |
| Hibat-Allah M, Ganahl M, Hayward LE, et al. (2020) Recurrent Neural Network Wave Functions Arxiv: Disordered Systems and Neural Networks. 2 |
| Vlugt IJSD, Iouchtchenko D, Merali E, et al. (2020) Reconstructing quantum molecular rotor ground states Physical Review B. 102: 35108 |
| Torlai G, Timar B, van Nieuwenburg EPL, et al. (2019) Integrating Neural Networks with a Quantum Simulator for State Reconstruction. Physical Review Letters. 123: 230504 |
| Beach MJS, Vlugt ID, Golubeva A, et al. (2019) QuCumber: wavefunction reconstruction with neural networks Arxiv: Quantum Physics. 7: 9 |
| Bednik G, Hayward Sierens LE, Guo M, et al. (2019) Probing trihedral corner entanglement for Dirac fermions Physical Review B. 99 |