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researcher

A. Beck

18 papers hereh-index 202.1k citations81 works total

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

author position
  • first author3
  • middle author5
  • last author10

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • physics.flu-dyn6
  • cs.CE5
  • physics.comp-ph3
  • cs.LG2
  • cs.DC1
  • math.NA1
same name
  • A. Beck — 149 papers, h 9
  • A. Beck — 78 papers, h 14
  • A. Beck — 41 papers
  • A. Beck — 37 papers, h 21
  • A. Beck — 26 papers, h 19
  • A. Beck — 20 papers, h 35

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
20182023
most citedDeep Neural Networks for Data-Driven Turbulence Models

347 citations · 744 across the 18 of their papers we have counts for

collaborators
Showing 2020 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2020★ 15 cited

A machine learning framework for LES closure terms

Marius Kurz, Andrea Beck

In the present work, we explore the capability of artificial neural networks (ANN) to predict the closure terms for large eddy simulations (LES) solely from coarse-scale data. To t…

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