Mapping confinement potentials and charge densities of interacting quantum systems using conditional generative adversarial networks
Accurate and efficient tools for calculating the ground state properties of interacting quantum systems are essential in the design of nanoelectronic devices. The exact diagonalization method fully accounts for the Coulomb interaction beyond mean field approximations and it is regarded as the gold-s...
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| Principais autores: | , , , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
IOP Publishing
2023-01-01
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| Serier: | Machine Learning: Science and Technology |
| Fag: | |
| Online adgang: | https://doi.org/10.1088/2632-2153/acd6d8 |
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