Fraunhofer SCAI in cooperation with HLRS offers a three-day workshop on data analytics for simulation data using machine learning. The content of this workshop was developed within the training program of EXCELLERAT.
This three-day online workshop addresses the preparation, analysis and interpretation of numerical simulation data by machine learning methods. Besides the introduction of the most important concepts like clustering, dimensionality reduction, visualization and prediction, this course provides several practical hands-on tutorials using the python libraries numpy, scikit-learn and pytorch as well as the SCAI DataViewer (see also the SimExplore tool).
Researchers, developers and industrial end users interested in new ways to analyze and visualize numerical simulation data.
Online course Organizer: HLRS, University of Stuttgart, Germany
Nov 21, 2022
Nov 23, 2022
Data in HPC / Deep Learning / Machine Learning
Scientific Machine Learning
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Learn more about course curricula and content levels.
Bastian Bohn, Christian Gscheidle and Sara Hahner (Fraunhofer SCAI)
Day 1: 21 November 2022
Day 2: 22 November 2022
Day 3: 23 November 2022
Notebooks and data of the equivalent 2022/ML4SIM2 course are available on the EXCELLERAT portal.
Register at Fraunhofer via the button at the top of this page.
Registration closes on November 4, 2022.
Link to the EU and EU-associated (Horizon Europe), and PRACE countries.
Lorenzo Zanon, phone 0711 685 63824, zanon(at)hlrs.de
HLRS is part of the Gauss Centre for Supercomputing (GCS), which is one of the six PRACE Advanced Training Centres (PATCs) that started in Feb. 2012.
This course is not part of the PATC curriculum and is not sponsored by the PATC program.
HLRS is also member of the Baden-Württemberg initiative bwHPC.
http://www.hlrs.de/training/2022/ML4SIM4, and course website at Fraunhofer SCAI
See the training overview and the Supercomputing Academy pages.
December 04, 2023
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High-Performance Computing Center Stuttgart
Nobelstraße 19, 70569 Stuttgart, Germany
+49 711 685-87209
A member of the Gauss Centre for Supercomputing, HLRS is one of three German national centers for high-performance computing.
HLRS is a central unit of the University of Stuttgart.