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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 2023Show all

2 papers · 1 filter

cond-mat.mtrl-sci2023★ 2 cited

Selective formation of metastable polymorphs in solid-state synthesis

Yan Zeng, Nathan J. Szymanski, Tanjin He +6

Metastable polymorphs often result from the interplay between thermodynamics and kinetics. Despite advances in predictive synthesis for solution-based techniques, there remains a l…

cond-mat.mtrl-sci2023★ 46 cited

Autonomous decision making for solid-state synthesis of inorganic materials

Nathan J. Szymanski, Pragnay Nevatia, Christopher J. Bartel +2

To aid in the automation of inorganic materials synthesis, we introduce an algorithm (ARROWS3) that guides the selection of precursors used in solid-state reactions. Given a target…

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