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researcher

Cole Miles

9 papers hereh-index 9271 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cond-mat.str-el5
  • quant-ph2
  • cond-mat.stat-mech1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedCorrelator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data

56 citations · 237 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cond-mat.str-el2020★ 56 cited

Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data

Cole Miles, Annabelle Bohrdt, Ruihan Wu +7

Machine learning models are a powerful theoretical tool for analyzing data from quantum simulators, in which results of experiments are sets of snapshots of many-body states. Recen…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.