Machine learning discovery of new phases in programmable quantum simulator snapshots

HIGHLIGHTS

• who: Cole Miles from the DepartmentCornell University, Ithaca, New York, USA have published the Article: Machine learning discovery of new phases in programmable quantum simulator snapshots, in the Journal: (JOURNAL) of 19/01/2023
• what: The authors show how the unsupervised stage automatically discovers new phases and reveals a priori unknown order parameters when the ordering is long ranged. As the authors aim to discover spatially modulated patterns driven by the long-range interaction V, the authors choose the feature space to be in the Fourier basis, with the following preprocessing protocol. The authors highlight . . .
  

   

  

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