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Abee Nelson on Muck Rack

Abee Nelson

As seen in: Physical Review B
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Articles

Phase classification in the long-range Harper model using machine learning

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By Aamna Ahmed, Ankur Raina, Auditya Sharma, Abee Nelson
| Physical Review B
In this work, we map the phase diagrams of one-dimensional quasiperiodic models using artificial neural networks. We observe that the multiclass classifier precisely distinguishes the various phases, namely the delocalized, multifractal, and localized phases, when trained on the eigenstates of the long-range Aubry-André Harper (LRH) model.
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