Quaternion-based machine learning on topological quantum systems

Topological phase classifications have been intensively studied via machine-learning techniques where different forms of the training data are proposed in order to maximize the information extracted from the systems of interests. Due to the complexity in quantum physics, advanced mathematical archit...

Full description

Bibliographic Details
Main Authors: Min-Ruei Lin, Wan-Ju Li, Shin-Ming Huang
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
Online Access:https://doi.org/10.1088/2632-2153/acc0d6