Quantum Dot Phase Transition Simulation with Hybrid Quantum Annealing via Metropolis-Adjusted Stochastic Gradient Langevin Dynamics

Quantum Dot Phase Transition Simulation with Hybrid Quantum Annealing via Metropolis-Adjusted Stochastic Gradient Langevin Dynamics

We report a hybrid quantum-classical simulation approach for simulating the optical phase transition observed experimentally in the ultrahigh-density type-II InAs quantum dot array. A hybrid simulation scheme, which contains stochastic gradient Langevin dynamics (a well-known Bayesian machine learni...

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Bibliographic Details
Main Authors: Shiba Kodai, Ryo Sugiyama, Koichi Yamaguchi, Tomah Sogabe
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Advances in Condensed Matter Physics
Online Access:http://dx.doi.org/10.1155/2022/9711407
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