Applications of neural networks to dynamics simulation of Landau-Zener transitions

Applications of neural networks to dynamics simulation of Landau-Zener transitions

We simulate the dynamics of a qubit-oscillator system obeying the Landau-Zener (LZ) model, by employing the nonlinear autoregressive neural network and the long short-term memory neural network. Initially, time-dependent transition probability of the LZ model is obtained by the Dirac-Frenkel time de...

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Bibliographic Details
Main Authors: Yang, Bianjiang, He, Baizhe, Wan, Jiajun, Kubal, Sharvaj, Zhao, Yang
Other Authors: School of Materials Science and Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Materials
Landau-Zener
Neural Network
Online Access:https://hdl.handle.net/10356/155336

Internet

https://hdl.handle.net/10356/155336

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