DMQ Group
Data Mining and Uncertainty Quantification

Projects

CompIF: Efficient computation of intermolecular forces for biomolecular simulations

31. October 2023

Molecular simulations enable the structure, dynamics, and interactions of biomolecules to be explored in detail. Trajectories (or movies) of the evolution …

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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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