Deep Neural Network Detects Quantum Phase Transition
نویسندگان
چکیده
منابع مشابه
Deep Neural Network Detects Quantum Phase Transition
We detect the quantum phase transition of a quantum many-body system by mapping the observed results of the quantum state onto a neural network. In the present study, we utilized the simplest case of a quantum many-body system, namely a one-dimensional chain of Ising spins with the transverse Ising model. We prepared several spin configurations, which were obtained using repeated observations o...
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ژورنال
عنوان ژورنال: Journal of the Physical Society of Japan
سال: 2018
ISSN: 0031-9015,1347-4073
DOI: 10.7566/jpsj.87.033001