As part of the EXCELLERAT P2 training program, Fraunhofer SCAI in cooperation with HLRS offers a three-day workshop on data analytics for simulation data using machine learning.
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
Jun 12, 2023
Jun 14, 2023
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: 12 June 2023
Day 2: 13 June 2023
Day 3: 14 June 2023
Notebooks and data of the equivalent 2022/ML4SIM4 course are already available on the EXCELLERAT Portal.
Updated exercises and slides will be made available during the course.
Register at Fraunhofer SCAI via the button at the top of this page.
Registration closes on May 26, 2023.
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.
This course is partly realised in cooperation with the Centre of Excellence EXCELLERAT P2 (funded by the European Union, grant agreement No 101092621). See also the EXCELLERAT Service Portal for more information.
http://www.hlrs.de/training/2023/ML4SIM1, on the EXCELLERAT Portal, and course website at Fraunhofer SCAI.
See the training overview and the Supercomputing Academy pages.
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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.