Lesson Material
Our experts at ENCCS create custom lesson material for all our courses, as well as external organisations that we have close collaboration with. The lessons are regularly improved and kept up-to-date. Click on the lesson materials
from our workshops below which are also fitting for self learning.
Basics of HPC
Introduction to HPC Programming
These courses are suitable for someone who isn’t experienced with supercomputers. They will require a basic knowledge of Unix shell commands.
Programming tools
Introduction to the Unix shell
Extra Unix Shell Material
CMake hands-on workshop
Best Practices and Tools for Software Development
Introduction to containers
These courses are for people that are interested in learning about different tools and best practices in software development.
CPU Programming
Performance Programming
Introduction to MPI
Intermediate MPI
These courses are suitable for people that want to optimise their code on one node, as well as parallelise their code to run on multiple-node systems to harvest the power of modern supercomputers.
GPU Programming
GPU: Why, When and How?
GPU bootcamp
AMD ROCm ecosystem
Intro to CUDA & OpenACC
Intermediate OpenACC/CUDA
Heterogeneous programming with SYCL
OpenMP Offloading
These courses are suitable for people that want to use GPUs as accelerators for their code.
AI
Supercomputing for AI
AI as a tool for change
Creative AI
Introduction to Deep Learning
Graph Neural Networks and Transformers
Hyper Parameter Search using Optuna
These courses are suitable for people that are interested in AI and Natural Language Processing (NLP)
High-level Language Programming
Python for Scientific Computing
High Performance Data Analytics in Python
Plotting and Programming in Python
Programming with Python
Python Performance
Introduction to Julia
Julia for High-Performance Computing
Julia for High-Performance Data Analytics
These courses are for people that are interested in using Python or Julia in supercomputers.
Electronic Structure Calculations
VASP best practices
EMTO best practices
Quantum ESPRESSO, Yambo and BigDFT
Quantum ESPRESSO, Siesta and Yambo
Quantum chemistry from laptop to HPC
Quantum chemistry towards pre-exascale and beyond
Targeting chemical accuracy with quantum Monte Carlo on LUMI
These courses are for people that are working with computational chemistry or material science.
Molecular Dynamics
GROMACS GPU performance
GROMACS Umbrella Sampling
These courses are for people that are working with biomolecular simulations,
Computational Fluid Dynamics
OpenFOAM
NEK5000
HPDA for climate data with Ophidia network
These courses are for people that are working with computational fluid dynamics.
Quantum Computing
Introduction to Quantum Computing and hybrid HPC-QC systems
Quantum Autumn School 2023
These courses are for people that need an introduction to quantum computing and its relation to high-performance computing.
Instructor Training Program
Best practices in HPC training
This course is for lecturers interested in giving courses in HPC. It was developed by ENCCS and continues to be updated by both EuroCC National Competence Centres and Centres of Excellence.
