05.10.2020 - 09.10.2020

Monday, 17:00 bis Friday, 17:00


Fusion of Artificial Intelligence & Simulation

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This year the CASUS Annual Workshop will focus on "Fusion of Artificial Intelligence & Simulation" and will bring together experts from a variety of scientific communities presenting work on fusing AI with Simulation. Subjects will include - but are not limited to - AI-driven Surrogate Modelling, Data-driven Modelling, Artificial Intelligence & High-Performance Computing, Fusion of Data from Measurements & Simulations, Interactive High-Performance Computing, Fusion of Numerical Methods & Artificial Intelligence and In-Memory Workflows for Exascale Computing including Artificial Intelligence.


Monday, 5 October 2020
5:00 p.m. CET, Opening talk: Exa-everything: Scalable HPC and AI for understanding complex systems, Michael Bussmann, Center for Advanced Systems Understanding Görlitz

Tuesday, 6 October 2020
5:00 p.m. CET, A Path to the Exascale for Atomistic Simulations with Improved Accuracy, Length and Time Scales, Mitchell Wood, Sandia National Laboratories
6:00 p.m. CET, Intersection of Machine Learning and Scientific Simulations: Architectures and Applications perspectives, Siva Rajamanickam, Sandia National Laboratories

Wednesday, 7 October 2020
10:00 a.m. CET, High-dimensional data streams for understanding low-dimensional Earth system processes, Miguel Dario Mahecha, University of Leipzig
5:00 p.m. CET, Deep Learning and Computations of PDEs, Siddhartha Mishra, Eidgenössische Technische Hochschule Zürich

Thursday, 8 October 2020
4:00 p.m. CET, Mining hydrological & climate data for detecting and attributing global change in the world’s water cycle, Lukas Gudmundsson, Eidgenössische Technische Hochschule Zürich
5:00 p.m. CET, Kinetic plasma simulations at the exascale realm and AI, Luís O. Silva, University of Lisbon

Friday, 9 October 2020
4:15 p.m. CET, Statistical methods for reduction of  dimension of ”fat” data sets, Małgorzata Bogdan, University of Wroclaw
5:00 p.m. CET, Simulation and autonomous driving, Henryk Michalewski, University of Warsaw

Conference language is English.


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CASUS Annual Workshop Scientific Organizing Committee

  • Prof. Dr. Roland Sauerbrey, Director of CASUS, Helmholtz-Zentrum Dresden – Rossendorf
  • Dr. Michael Bussmann, Scientific head CASUS, Helmholtz-Zentrum Dresden – Rossendorf
  • Prof. Dr. Sabine Attinger, Head of Department of Computational Hydrosystems (CHS), Helmholtz Centre for Environmental Research – UFZ
  • Prof. Dr. Wolfgang E. Nagel, Director of the Center of Information Services and High-Performance Computing (ZIH), Technische Unversität Dresden
  • Prof. Dr. Leszek Pacholski, University of Wrocław
  • Ivo Sbalzarini, Senior Research Group Leader, Max Planck Institute of Molecular Cell Biology and Genetics

The Center for Advanced Systems Understanding (CASUS) is a newly founded research center for data-intensive complex systems research established in August 2019 in Görlitz / Germany. It focuses on four research domains: Matter under Extreme Conditions, Earth System Science, Systems Biology and Autonomous Vehicles.

CASUS is a joint center of Helmholtz-Zentrum Dresden – Rossendorf, Helmholtz Center for Environmental Research, Technische Universität Dresden (Technical University of Dresden – TUD), Max Planck Institute of Molecular Cell Biology and Genetics and the Uniwersytet Wrocław (University of Wrocław).