Official teaching-material repository for SMR 4228, held at the Abdus Salam International Centre for Theoretical Physics (ICTP) in Trieste, Italy, from 23 to 31 July 2026.
This repository contains lecture materials, hands-on tutorials, notebooks, and technical instructions for running machine-learning workflows on the Leonardo supercomputer.
| Path | Description |
|---|---|
Day-1/ |
Day 1 tutorials and lecture materials |
Day-2/Tutorial/EfficientUQ/ |
Materials for Efficient and Scalable Uncertainty Quantification in SciML |
accessing_Leonardo/ |
Instructions for accessing the HPC cluster Leonardo at CINECA |
testing-Jupyter/ |
Conda setup, Jupyter launch scripts, and environment tests |
- J. Carnerero Cano, IBM Research, Ireland
- D. Coscia, SISSA, Italy
- C. De Nobili, Critiqality, Italy
- J. Gonzalez Abad, Instituto de Física de Cantabria (IFCA), Spain
- Eiman Kanjo, NTU
- V. Janapa-Reddi, Harvard University
- K. Karchev, University of Barcelona, Spain
- F. Lanusse, CNRS, France
- P. Mukhopadhyay, Cambridge, UK
- M. E. Olmo, Barcelona Supercomputing Center, Spain
- G. Rozza, SISSA, Italy
- A. J. Scaffidi, SISSA, Italy
- J. S. Shawe-Taylor, University College London, UK
- H. Strobelt, IBM Research, USA