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M. Matha

6 papers hereh-index 565 citations17 works total

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

author position
  • first author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CE3
  • physics.flu-dyn2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedEvaluation of physics constrained data-driven methods for turbulence model uncertainty quantification

10 citations · 27 across the 6 of their papers we have counts for

collaborators
Showing physics.flu-dynShow all

2 papers · 1 filter

physics.flu-dyn2023★ 6 cited

Physically constrained eigenspace perturbation for turbulence model uncertainty estimation

Marcel Matha, Christian Morsbach

Aerospace design is increasingly incorporating Design Under Uncertainty based approaches to lead to more robust and reliable optimal designs. These approaches require dependable es…

physics.flu-dyn2022★ 2 cited

Applicability of machine learning in uncertainty quantification of turbulence models

Marcel Matha, Karsten Kucharczyk

White paper: The aim of this work is to apply and analyze machine learning methods for uncertainty quantification of turbulence models. In this work we investigate the classical an…

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