Optimized observable readout from single-shot images of ultracold atoms via machine learning

Single-shot images are the standard readout of experiments with ultracold atoms, the imperfect reflection of their many-body physics. The efficient extraction of observables from single-shot images is thus crucial. Here we demonstrate how artificial neural networks can optimize this extraction. In c...

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Detalhes bibliográficos
Principais autores: Lode, AUJ, Lin, R, Buettner, M, Papariello, L, Leveque, C, Chitra, R, Tsatsos, MC, Jaksch, D, Molignini, P
Formato: Journal article
Idioma:English
Publicado em: American Physical Society 2021