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AI for Science Bootcamp (Online)

May 27 • 09:00 – May 28 • 12:30 CEST

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About the course

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 behavior of complex systems (physics-informed neural networks – PINNs), and enables attendees to visualize the outputs of the trained model.

This online bootcamp is a hands-on learning experience where experts will guide youwith step-by-step instructions with teaching assistants on hand to help throughout.

This bootcamp, which will be hosted virtually for two half-days on Mai 27–28, is co-organized by ENCCS together with the Vienna Scientific Cluster (VSC), IT4Innovations National Supercomputing Center (IT4I), High-Performance Computing Center Stuttgart (HLRS), Jülich Supercomputing Centre (JSC), Leibniz Supercomputing Centre (LRZ), University of Donja Gorica (UDG), Academic Computer Centre Cyfronet AGH (Cyfronet), Linköping University (LiU), Research Institutes of Sweden (RISE), HPC Vega at IZUM (IZUM), OpenACC organization, and NVIDIA for EuroCC Austria, EuroCC Czechia, EuroCC@GCS, EuroCC Montenegro, EuroCC Poland, and EuroCC Slovenia, all National Competence Centres for High-Performance Computing.

Please ensure you meet all prerequisites / eligibility before you apply.

Important dates

  • 25 April 2025 – Application Deadline
  • 06 May 2025 – Notification about Acceptance
  • 26 May 2025, ??:?? – ??:?? (CEST) – Cluster Dry Run (time TBD)
  • 27 May 2025, 09:00 – 12:30 (CEST) – Day 1
  • 28 May 2025, 09:00 – 12:30 (CEST) – Day 2

Agenda & Content

See Agenda & Content for a detailed timetable and course content.

Prerequisites

  • Mathematical background in differential equations,
  • Python proficiency, and familiarity with deep learning fundamentals and frameworks
  • Prior GPU programming knowledge not required

Course format

This course will be delivered as a LIVE ONLINE COURSE (using Zoom).
All communication will be done through Zoom, Slack, and email.

Hands-on labs

Attendees will have the opportunity to use an A100 GPU on one of the supercomputers of the organizers.

Lecturers

Instructor: Niki Andreas Loppi (NVIDIA)
Teaching assistants and cluster support from the participating HPC centres:

All further details

Please see the openhackathons.org event page EuroCC AI for Science Bootcamp for all further details.

More events & contact

Check out more upcoming events from ENCCS and our European network at https://enccs.se/events, as well as our lessons, suitable also for self-learning.

For questions regarding this workshop or general questions about ENNCS training events, please contact training@enccs.se

Schedules can change!

To ensure that everyone has the opportunity to participate, we kindly request that you let us know as soon as possible if you are unable to attend an event after registering.

Please send us an email at training@enccs.se to cancel your attendance.

We understand things can change, but repeated cancellations without notice may unfortunately result in your name being removed from future event registration lists.

Regulations

Due to EuroCC2 regulations, we CAN NOT ACCEPT generic or private email addresses. Please use your official university or company email address for registration.

This training is for users who live and work in the European Union or a country associated with Horizon 2020. You can read more about the countries associated with Horizon2020 HERE.

Free

ENCCS

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