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SQUIDS Seminar - Uncertainty Quantification in Turbulent Flow Simulations: Challenges and Advances

Dates:6 November 2024
Times:15:00 - 16:00
What is it:Seminar
Organiser:Department of Mathematics
Who is it for:University staff, External researchers, Current University students
Speaker:Saleh Rezaeiravesh
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  • In category "Seminar"
  • In group "(Maths) Statistics, quantification of uncertainty, inverse problems and data science"
  • By Department of Mathematics

Abstract: Scale-resolving simulations of turbulent flows are challenging. While efforts have primarily focused on addressing computational demands, uncertainty quantification (UQ) has received less attention despite its significance. In this talk, we will present our recent advancements in quantifying uncertainties due to numerical/modelling parameters and finite time-averaging. We will also discuss the important role of multifidelity modelling and Bayesian optimization in turbulent flow simulations.

Speaker

Saleh Rezaeiravesh

Organisation: UoM

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Jonas Latz

jonas.latz@manchester.ac.uk

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