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researcher

Daria A. Smirnova

7 papers hereh-index 3110 citations12 works total

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

author position
  • first author2
  • middle author2
  • last author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • physics.optics6
  • cond-mat.mes-hall1
same name
  • Daria A. Smirnova — 12 papers, h 18
  • Daria A. Smirnova — 4 papers
  • Daria A. Smirnova — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedData-driven model reconstruction for nonlinear wave dynamics

2 citations · 6 across the 4 of their papers we have counts for

collaborators
Showing 2024 · physics.opticsShow all

1 paper · 2 filters

physics.optics2024★ 2 cited

Data-driven model reconstruction for nonlinear wave dynamics

Ekaterina Smolina, Lev Smirnov, Daniel Leykam +2

The use of machine learning to predict wave dynamics is a topic of growing interest, but commonly-used deep learning approaches suffer from a lack of interpretability of the traine…

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