DMQ Group
Data Mining and Uncertainty Quantification

Projects

KI-Morph – Petabyte-scale image analysis

1. March 2023

Aims & Objectives The current rapid development of imaging methods for X-ray tomography has led to an increasing field of …

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Uncertainty Quantification for blood pump simulation

28. January 2015

Aims & objectives The ventricular assist device (VAD) – blood pump – is one of the most important cardiac therapeutic instruments in the …

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Large high-dimensional clustering

28. January 2015

Aims & objectives Today’s scientific and industrial data-sets often cover all aspects of the well-known big data characteristics (value, velocity, …

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Hardware-aware computing for Uncertainty Quantification

27. January 2015

Aims & Objectives In the last decades speeding up the computation of scientific applications was mostly achieved by increasing the frequency …

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Uncertainty Quantification and High-Performance Computing

27. January 2015

Aims & Objectives The increasing demand on the quality and reliability of numerical simulations of physical problems results in an increasing …

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Optimal Economic Power Flow

26. January 2015

Aims & objectives Against the background of liberalization of energy markets, increasing fuel costs and decentralized power generation by renewable energy …

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Software module development for Uncertainty Quantification in HiFlow3

22. December 2014

Aims & objectives HiFlow3 (www.hiflow3.org) is a multi-purpose finite element software providing powerful tools for efficient and accurate solution …

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