This course is a second instance of the same course provided on June 13-15, 2022 (originally on May 9-11): 2022/ML4SIM2.
As part of the EXCELLERAT 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 SimExplore.
Researchers, developers and industrial end users interested in new ways to analyze and visualize numerical simulation data. Registrations from industry will be prioritised. Students and researchers will be set on the waiting list until the end of the registration period and then notified about remaining free places.
Online course Organizer: HLRS, University of Stuttgart, Germany
May 23, 2022
May 25, 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: 23 May 2022
Day 2: 24 May 2022
Day 3: 25 May 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 April 6, 2022.
Students without Diploma/Master: 25 EUR Students with Diploma/Master (PhD students) at German universities: 45 EUR Members of German universities and public research institutes: 45 EUR Members of universities and public research institutes within EU or PRACE member countries: 90 EUR Members of other universities and public research institutes: 180 EUR Others: 420 EUR
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 workshop is supported by the Horizon-2020 Centre of Excellence EXCELLERAT. See also the EXCELLERAT Service Portal for more information.
http://www.hlrs.de/training/2022/ML4SIM3, and course website at Fraunhofer SCAI
http://www.hlrs.de/training/ and http://www.hlrs.de/training/overview/
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High-Performance Computing Center Stuttgart
Nobelstraße 19, 70569 Stuttgart, Germany
+49 (0) 711 / 685-87 209
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.