EuroCC AI for Science
May 27-28, 2025
Application Deadline: April 25, 2025
Virtual Event
Hinweis: Das wird Event wird ausschließlich auf Englisch stattfinden.
Event Overview
Together with NVIDIA and OpenACC organization, EuroCC2 will be hosting an AI for Science Bootcamp, beginning on 27th May and concluding on 28th May.
The End-to-End AI for Science Bootcamp provides a step-by-step overview of the fundamentals of deep neural networks, walks attendees through the hands-on experience of building and improving deep learning models using a framework that uses the fundamental laws of physics to model the behaviour of complex systems, and enables attendees to visualize the outputs of the trained model.
This online bootcamp is a hands-on learning experience where you will be guided through step-by-step instructions with teaching assistants on hand to help throughout.
Agenda
*All times are in Central European Summer Time // agenda is subject to change
Day 1: Tuesday 27 May 2025 // 9:00 AM - 12:30 PM
- 09:00 AM - 09:15 AM: Welcome (Moderator)
- 09:15 AM - 09:30 AM: Connecting to a cluster
- 09:30 AM - 10:20 AM: Introduction to NVIDIA Modulus and Physics-Informed approach to an AI for Scientific application (Lecture)
- 10:20 AM - 10:30 AM: Break
- 10:30 AM - 11:00 AM: Quick Overview on Lab 1 and 2 (Lecture)
- 10:00 AM - 12:00 PM: Physics-Informed approach to an AI for Scientific application (Lecture and Lab)
- 12:00 PM - 12:30 PM: Wrap up and Q&A
Day 2: Wednesday 28 May // 9:00 AM - 12:30 PM
- 09:00 AM - 10:30 AM: Physics-Informed approach to an AI for Scientific application (Lab)
- 10:30 AM - 12:15 PM: Data-driven approach to an AI for Scientific application. (Lab)
- 12:15 PM - 12:30 PM: Wrap up and Q&A
Logistics
Venue: Online
Prerequisites
Mathematical background in Differential equations, Python proficiency, and familiarity with deep learning fundamentals and frameworks are required.
Event Format: The AI for Science Bootcamp will be hosted online in the time zone of the hosting organization (CEST). All communication will be done through Zoom, Slack and email.
Compute Resources: Attendees will be given access to a GPU cluster for the duration of the bootcamp.
Acknowledgements
This course is partially funded by the EuroCC 2 project.
The project has received funding from the European High-Performance Computing Joint Undertaking (JU) under grant agreement No 101101903. The JU receives support from the Digital Europe Programme and Austria, Belgium, Bulgaria, Croatia, Cyprus, Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Italy, Latvia, Lithuania, Luxembourg, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Slovenia, Spain, Sweden, and Türkiye.
Additional funding for the project comes from the Austrian federal ministries BMBWF and BMK.
Within the scope of the EuroCC2 project this training is offered free of charge. By participating in a training free of charge, companies receive state-aid corresponding to the regular market-prices listed in the service portfolio. Please note state-aid regulations in Germany.
Die Teilnahme für Industriekunden ist kostenlos, da das Projekt u.a. staatlich gefördert wird (BMBF) und die erhaltene Leistung als Beihilfe zählt. Sie erhalten auf Anfrage eine Information zur Höhe der beihilferelevanten Förderung.