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SUMMARY:SciML GPU Bootcamp
DESCRIPTION: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 learning (SciML) can address domain-specific data challenges and extract insights from scientific datasets. The Bootcamp is co-organised by ENCCS\, OpenACC.org and NVIDIA. \nSciML is an emerging multidisciplinary field which includes elements from applied and computational mathematics\, computer science and the physical sciences. In particular\, physics-informed neural networks (PINNs)\, a class of Deep Learning (DL) networks\, can be applied to scientific applications solving linear and non-linear equations with demanding accuracy and computational performance requirements. PINNs are specifically designed to integrate scientific computing equations\, such as Ordinary Differential Equations (ODE)\, Partial Differential Equations (PDE)\, non-linear and integral-differential equations into the DL network training. \nThis bootcamp introduces SciML with PINNs and gives participants a hands-on experience with working on a PDE solver NVIDIA Modulus\, a neural network framework that blends the power of physics in the form of governing PDEs with data to build high-fidelity\, parameterized surrogate models with near-real-time latency. You will be guided through step-by-step instructions with teaching assistants to study the core concepts of neural operators\, PINNs\, and how to apply them to scientific problems. \nThe bootcamp will be hosted online in the Central European Time (CET) zone. All communication will be done through Zoom\, HackMD and email. \nEvent Format\nThe bootcamp will be hosted online in the Central European Time (CET) zone. All communication will be done through Zoom\, HackMD and email. \nPrerequisites\nBasic experience with Python. No GPU programming or AI knowledge is required. \nThis event has limited capacity\, so please make sure that prerequisites are met before applying. You will be receiving an acceptance email with details on how to participate. \nCompute Resources\nTeams attending the event will be given access to a EuroHPC GPU cluster for the duration of the hackathon. \nAgenda\nDay 1\, February 21\n[ninja_tables id=”17733″] \nDay 2\, February 22\n[ninja_tables id=”17734″] \nRegistration\nPlease register by following this link https://events.prace-ri.eu/event/1461/registrations/1077/\nApplication deadline: February 7 \nContact\nFor any questions contact us at training@enccs.se \nFollow our Events Schedule\nFollow us on Twitter and subscribe to our Newsletter to stay tuned to our events and other news.\n\n———— \n\n\nThis training is intended for users established in the European Union or a country associated with Horizon 2020. You can read more about the countries associated with Horizon2020 here https://ec.europa.eu/info/research-and-innovation/statistics/framework-programme-facts-and-figures/horizon-2020-country-profiles_en
URL:https://enccs.se/events/2023-02-sciml-gpu-bootcamp/
LOCATION:Online
CATEGORIES:ENCCS Event
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