Deep neural networks as variational solutions for correlated open quantum systems
Abstract In this work we apply deep neural networks to find the non-equilibrium steady state solution to correlated open quantum many-body systems. Motivated by the ongoing search to find more powerful representations of (mixed) quantum states, we design a simple prototypical convolutional neural ne...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-08-01
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| Series: | Communications Physics |
| Online Access: | https://doi.org/10.1038/s42005-024-01757-9 |
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