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pro vyhledávání: '"Merali, Ejaaz"'
Autor:
Fitzek, David, Teoh, Yi Hong, Fung, Hin Pok, Dagnew, Gebremedhin A., Merali, Ejaaz, Moss, M. Schuyler, MacLellan, Benjamin, Melko, Roger G.
We introduce a generative pretained transformer (GPT) designed to learn the measurement outcomes of a neutral atom array quantum computer. Based on a vanilla transformer, our encoder-decoder architecture takes as input the interacting Hamiltonian, an
Externí odkaz:
http://arxiv.org/abs/2405.21052
Rydberg atom array experiments have demonstrated the ability to act as powerful quantum simulators, preparing strongly-correlated phases of matter which are challenging to study for conventional computer simulations. A key direction has been the impl
Externí odkaz:
http://arxiv.org/abs/2405.20384
We introduce an unsupervised machine learning method based on Siamese Neural Networks (SNN) to detect phase boundaries. This method is applied to Monte-Carlo simulations of Ising-type systems and Rydberg atom arrays. In both cases the SNN reveals pha
Externí odkaz:
http://arxiv.org/abs/2205.04051
Publikováno v:
Phys. Rev. B 105, 205108 (2022)
Rydberg atom arrays are programmable quantum simulators capable of preparing interacting qubit systems in a variety of quantum states. Due to long experimental preparation times, obtaining projective measurement data can be relatively slow for large
Externí odkaz:
http://arxiv.org/abs/2203.04988
Arrays of Rydberg atoms are a powerful platform to realize strongly-interacting quantum many-body systems. A common Rydberg Hamiltonian is free of the sign problem, meaning that its equilibrium properties are amenable to efficient simulation by quant
Externí odkaz:
http://arxiv.org/abs/2107.00766
Autor:
De Vlugt, Isaac J. S., Iouchtchenko, Dmitri, Merali, Ejaaz, Roy, Pierre-Nicholas, Melko, Roger G.
Publikováno v:
Phys. Rev. B 102, 035108 (2020)
Nanomolecular assemblies of C$_{60}$ can be synthesized to enclose dipolar molecules. The low-temperature states of such endofullerenes are described by quantum mechanical rotors, which are candidates for quantum information devices with higher-dimen
Externí odkaz:
http://arxiv.org/abs/2003.14273
Autor:
Beach, Matthew J. S., De Vlugt, Isaac, Golubeva, Anna, Huembeli, Patrick, Kulchytskyy, Bohdan, Luo, Xiuzhe, Melko, Roger G., Merali, Ejaaz, Torlai, Giacomo
Publikováno v:
SciPost Phys. 7, 009 (2019)
As we enter a new era of quantum technology, it is increasingly important to develop methods to aid in the accurate preparation of quantum states for a variety of materials, matter, and devices. Computational techniques can be used to reconstruct a s
Externí odkaz:
http://arxiv.org/abs/1812.09329
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