In recent years, Graph Neural Networks (GNNs) and Transformers have led to numerous breakthrough achievements in a variety of fields such as Natural Language Processing (NLP), chemistry, and physics. By doing away with the need for fixed-size inputs, these architectures significantly extend the scope of problems in which deep learning can be applied.
In this course, you will become familiar with tools and best practices for version control and reproducibility in modern research software development. The main focus is on using Git for efficiently writing and maintaining research software.
SYCL is a C++ abstraction layer for programming heterogeneous hardware with a single-source approach. SYCL is high-level, cross-platform, and extends standard ISO C++17. You will learn to:
In this workshop, we overview the basics of Docker and Singularity. (Working knowledge of Singularity as given in the workshop (https://www.uppmax.uu.se/support/courses-and-workshops/singularity-workshop-announcement) is desirable.) Distributed training using TensorFlow and Horovod frameworks on a supercomputer will be covered. Moreover, it will be shown how to use Singularity containers in conjunction with TensorFlow and Horovod to upscale an AI app.
This online workshop is meant to give an overview of working with research data in Python using general libraries for storing, processing, analysing and sharing data. The focus is on improving performance. After covering tools for performant processing (netcdf, numpy, pandas, scipy) on single workstations the focus shifts to parallel, distributed and GPU computing (snakemake, numba, dask, multiprocessing, mpi4py).
ENCCS is now joining forces with NordiQuEst to deliver a two-day training workshop covering the fundamentals of quantum computing (QC), including introduction to key concepts: quantum states, qubits, quantum algorithms, QC programming in high-level languages for use cases in optimisation, finance and quantum chemistry followed by testing quantum programs to esure their correctness, overview of the main QC hardware approaches
Integration of QC with classical computing: hybrid classical/quantum algorithms and HPC-QC systems.
We are pleased to announce the 10th edition of the OpenMolcas developers' workshop, bringing together the community of developers, users, and anyone else interested in the project. This year the workshop is hosted by the Quantum Chemistry Group at Uppsala University and we are very excited to announce that ENCCS teams up with TREX for the organization, but most importantly will contribute to the scientific part as well!
This workshop targets programmers in both academia and industry who already have experience with basic MPI and are ready to take the next step to more advanced usage. Topics which […]
CMake is a language-agnostic, cross-platform build tool and is nowadays the de facto standard, with large projects using it to reliably build, test, and deploy their codebases.
In this course, you will become familiar with tools and best practices for scientific software development. This course will not teach a programming language, but we teach the tools you need to do programming well and avoid common inefficiency traps
Overview We invite you to take part in a scientific workshop “HPC for research and development” taking place from October 4 to October 6 at “Avalon hotel Riga” (Address: 13th […]
ENCCS is organizing the Swedish HPC Industry Day 2022, 10-11 October. This event will provide a comprehensive introduction to HPC targeted toward a broad audience, for example:
AIDA invites our technical community to an AIDA-day on Zoom where we will deep dive into hot topics in AI training. Our keynote speaker, Veronika Cheplygina, IT University Copenhagen DK, is invited to […]
Julia is a modern high-level programming language which is both fast (on par with traditional HPC languages like Fortran and C) and relatively easy to write like Python or Matlab.
This workshop will give a broad overview of important fundamental concepts for molecular and materials modelling on HPC, with a focus on three of the most modern codes for electronic structure calculations (QUANTUM ESPRESSO, Yambo and BigDFT). Theory sections will be interleaved with practical demonstrations and hands-on exercises where participants will put their new knowledge to the test on the Vega EuroHPC JU supercomputer.
The workshop will be streamed via Twitch so that anyone may follow along without registration. However, ENCCS is hosting a Zoom room with expert helpers who will organise breakout rooms and provide hands-on assistance during exercise sessions.
Presented by AMD in collaboration with ENCCS. This four half-day online workshop will cover how to develop and port applications to run on AMD GPU and CPU hardware on top […]
Quantum mechanical simulations play an important role in scientific and industrial applications, where understanding at the atomistic and electronic level is needed. In this context, quantum Monte Carlo methods are […]
Welcome to this SciML GPU Bootcamp! This online event will take place during two half-days on 21-22 February 2023 and is designed to teach researchers and engineers how scientific machine […]
About the event The last year has seen an explosion in "creative Al", in particular, the performance of text generation models (such as chatGPT) and image generation models (such as […]
This project has received funding from the European High-Performance Computing Joint Undertaking (JU) under grant agreement No 951732. The JU receives support from the European Union’s Horizon 2020 research and innovation programme and its associated countries .
