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Supervised machine learning of ultracold atoms with speckle disorder
We analyze how accurately supervised machine learning techniques can predict the lowest energy levels of one-dimensional noninteracting ultracold atoms subject to the correlated disorder due to an optical speckle field. Deep neural networks with different numbers of hidden layers and neurons per lay...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2019
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6449337/ https://www.ncbi.nlm.nih.gov/pubmed/30948777 http://dx.doi.org/10.1038/s41598-019-42125-w |