AI for Science Bootcamp

Agenda & Content

All times are Central European Summer Time (CEST).     
 

0th day – 26 May 2025

??:??–??:??

Cluster Dry Run Session (time TBD)

1st day – 27 May 2025

08:45–09:00	Join in
09:00–09:15	Welcome to the EuroCC 2 Bootcamp (Moderator)
09:15–09:30	Connecting to a Cluster
09:30–10:20	Introduction to NVIDIA PhysicsNeMo and Physics-Informed Approach to an AI for Scientific Application (Lecture)
10:20–10:30	Break
10:30–11:00	Quick Overview on Lab 1 and 2 (Lecture)
11:00–12:00	Physics-Informed Approach to an AI for Scientific Application (Lab) Lab 1: Simulating Projectile Motion Lab 2: Steady State Diffusion in a Composite Bar using PINNs
12:00–12:30	Wrap Up and Q&A

2nd day – 28 May 2025

08:45–09:00	Join in
09:00–10:30	Physics-Informed Approach to an AI for Scientific Application (Lab) Lab 3: Forecasting Weather using Navier-Stokes PDE Lab 4: Spring Mass Problem – Solving Transient Problems and Inverse Problems – Optional
10:30–12:15	Data-driven Approach to an AI for Scientific Application (Lab) Lab 1: Solving the Darcy-Flow Problem using FNO Lab 2: Solving the Darcy-Flow Problem using AFNO Lab 3: Forecasting Weather using FourCastNet
12:15–12:30	Wrap Up and Q&A