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researcher

N. Doan

5 papers hereh-index 19829 citations45 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • physics.flu-dyn4
  • eess.SP1
same name
  • N. Doan — 4 papers, h 4
  • N. Doan — 1 paper, h 9

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
20192022
most citedModeling of the nonlinear flame response of a Bunsen-type flame via multi-layer perceptron

20 citations · 25 across the 4 of their papers we have counts for

collaborators
Showing eess.SPShow all

1 paper · 1 filter

eess.SP2020

Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach

Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

We extend the Physics-Informed Echo State Network (PI-ESN) framework to reconstruct the evolution of an unmeasured state (hidden state) in a chaotic system. The PI-ESN is trained b…

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