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In this section you can find valid video lectures on HPC, coming from entities related to the EuroCC Competence Centers
HPC INTRODUCTORY
- Introduction – what is HPC
- The Bring Up: AMD and Xilinx
- Tutorial: High-Performance Hardware for Machine Learning, Microsoft Research
- What is High Performance Computing – HPC?, Microsoft Azure
- What is HPC? An introduction to High-Performance Computing, Canonical Ubuntu
- Intro to High Performance Computing, Research IT at UC Berkeley
- HPC Explained, EuroCC Greece
- Green HPC Explained, EuroCC Greece
- EuroCC Origin Explained, EuroCC Greece
- EuroCC ACCESS Explained, EuroCC Greece
ARTIFICIAL INTELLIGENCE
- GTC 2023 Keynote with NVIDIA CEO Jensen Huang
- NVIDIA Picasso, a Cloud-Based Generative AI Service for Creating Images, Videos, and 3D Applications
- Success Story #2: AI/ML Computer Vision for the Next Generation Poultry Farms
- Creative AI – How does generative AI work and what can be expected in the future (Webinar)
- Kimmo Kartasalo: LUMI provides new opportunities for artificial intelligence research
- Deploying Generative AI Coding Agents, Image Search, and Robotics Applications | LLM App Development
- Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS | LLM App Development
- RAISE CoE Training: Creating and Training Neural Networks with MATLAB
BIOMOLECULAR
- BIOEXCEL webinar: Density guided simulations Combining cryo-EM data and molecular dynamics simulation
- BIOEXCEL webinar : A walk through simulation parameter options (.mdp files) for GROMACS
- BioExcel Webinar #64: BioExcel HPC Workflows: predictive power and its applications in pharmacology
- High Performance Computing in Structural Biology
- How Supercomputers are helping in the fight against COVID
CFD
- CHIUW 2021 Keynote—HPC Lessons from 30 Years of Practice in CFD Towards Aircraft Design and Analysis
- Innovative Use of HPC in the Cloud for AI, CFD & LifeScience
- CFD and Wind Tunnels: Partners in Testing
- An Overview of High Performance Computing and Computational Fluid Dynamics at NASA. – Eric Nielsen.
- Computational Fluid Dynamics (CFD) Demo – Traditional vs Converged HPC
- Large-Scale CFD Simulations on AWS | AWS Events
- Crash Course in CFD (ANSYS) – WS4: Fluent on HPC
- The Finite Volume Method in CFD
- The SIMPLE Algorithm (to solve incompressible Navier-Stokes)
- S2, EP1 – Dr. Nikolas Tombazis – From Poacher to Gamekeeper, Defining the future of Formula 1
Computational Chemistry
- HPC Advisory Counci
– Lecture at Stanford University
- Quantum chemistry with GPU acceleration
- AI-Driven Multiscale Simulations Illuminate Mechanisms of SARS-CoV-2 Spike Dynamics
- Accelerating Chemistry with AI
- NWChemEx – Moving Computational Chemistry to the Exascale
ENERGY
- HPC in the Energy Sector: the EoCoE general presentation
- The Need for HPC to Support the Energy Transition
MATERIAL SCIENCES
- Watch the youtube playlist from the NOMAD center of Excellence here
- HPC Online Lectures on Quantum Computational Materials Science: Day 1 – Part 1
SEISMOLOGY
- CHEESE Advanced Training on HPC for Computational Seismology Day 1-Introducing the codes
- CHEESE Advanced Training on HPC for Computational Seismology Day 2-SeisSol session
- CHEESE Advanced Training on HPC for Computational Seismology Day 2-SPECFEM3D session
- CHEESE Advanced Training on HPC for Computational Seismology Day 3-Salvus session & Wrap up
- Introduction to Seismic Data Acquisition & Processing Steps
- Machine Learning in Geoscience
- BGS seismology | A brief introduction
HPC – FPGA
- Architecture All Access: Modern FPGA Architecture | Intel Technology
- EPICURE Workshop and Live Demo | Introduction to FPGA computing for the HPC ecosystem on MeluXina
- An FPGA platform for Reconfigurable Heterogeneous HPC and Cloud Computing
- Successful FPGA Programming Methods and Tools for HPC, ETH Zurich
