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N. Szymanski

13 papers hereh-index 201.6k citations41 works total

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

author position
  • first author5
  • middle author7
  • last author1

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci12
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedA probabilistic deep learning approach to automate the interpretation of multi-phase diffraction spectra

106 citations · 242 across the 13 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cond-mat.mtrl-sci2021★ 106 cited

A probabilistic deep learning approach to automate the interpretation of multi-phase diffraction spectra

Nathan J. Szymanski, Christopher J. Bartel, Yan Zeng +2

Autonomous synthesis and characterization of inorganic materials requires the automatic and accurate analysis of X-ray diffraction spectra. For this task, we designed a probabilist…

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