Quantum Optical Experiments Modeled by Long Short-Term Memory

Quantum Optical Experiments Modeled by Long Short-Term Memory

We demonstrate how machine learning is able to model experiments in quantum physics. Quantum entanglement is a cornerstone for upcoming quantum technologies, such as quantum computation and quantum cryptography. Of particular interest are complex quantum states with more than two particles and a lar...

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Bibliographic Details
Main Authors: Thomas Adler, Manuel Erhard, Mario Krenn, Johannes Brandstetter, Johannes Kofler, Sepp Hochreiter
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Photonics
Subjects:
quantum optics
multipartite high-dimensional entanglement
supervised machine learning
long short-term memory
Online Access:https://www.mdpi.com/2304-6732/8/12/535

Internet

https://www.mdpi.com/2304-6732/8/12/535

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