This training school is designed for graduate students, postdoctoral researchers, and professionals in the fields of seismology, geophysics, computer science, and related disciplines who wish to enhance their expertise in AI applications for seismological research.
The participation fee includes all sessions and workshops as well as lunch, snacks and the social evening. Accommodation and travel can unfortunately not be covered by the registration fee and require self-organization.
Program
Monday (05.05., starts at 14:00)
- Fundamentals in Seismology, Instrumentation and Machine Learning
- Icebreaker
Tuesday (06.05., full day)
- Machine Learning in Depths (Theory + Tutorials) - Transformers for Time Series ML, Physics Informed Neural Networks, Graph Neural Networks, Unsupervised Learning and Advanced Methods in Probabilistic Geophysical Inversion
- Poster Session
Wednesday (07.05., full day)
- Machine Learning Applications in Seismology - Earthquake Seismology, Phase Picking, First-Motion Polarities, UMAPs, Denoising, Environmental Seismology
- Tutorial "Bring your own data"
- Social Evening at Moritzbastei Leipzig
Thursday (08.05., ends around 16:00)
- Data Logistics - Data & Software Management, Open Source, High Performance Computing, Big Data
Confirmed Trainers
Prof. Dr. Tarje Nissen-Meyer (University of Exeter, UK)
Prof. Dr. Marine Denolle (University of Washington, USA)
Prof. Dr. Andrew Curtis (online) (The University of Edinburgh, Scotland)
Prof. Dr. Jonathan Bedford (Ruhr Universität Bochum, Germany)
Dr. René Steinmann (Deutsches GeoForschungsZentrum GFZ Potsdam, Germany)
Dr. Sven Schippkus (Universität Hamburg, Germany)
Dr. Maria Tsekhmistrenko (University College London, UK)
Dr. Han Xiao (Deutsches GeoForschungsZentrum GFZ Potsdam, Germany)
Matthias Täschner (ScaDS.AI Dresden/Leipzig, Germany)
Elias Werner (ScaDS.AI Dresden/Leipzig, Germany)
Dr. Christoph Lehmann (ScaDS.AI Dresden/Leipzig, Germany)
Dr. Siavash Ghiasvand (ScaDS.AI Dresden/Leipzig, Germany)
Organizers
Dr. Josefine Umlauft (ScaDS.AI Dresden/Leipzig, Germany)
Dr. Jannes Münchmeyer (ISTerre Grenoble, France)
Dr. Martijn van den Ende (Université Côte d’Azur, France)
Dr. Marius Isken (Deutsches GeoForschungsZentrum GFZ Potsdam, Germany)
Dr. Robert Haase (ScaDS.AI Dresden/Leipzig, Germany)
Where does the event happen? Humboldtstraße 25, 04105 Leipzig
When does the event happen?
until
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