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Progress and challenges on HPC and AI convergence
<!--HTML-->With advances in AI, HPC and AI convergence promises a revolution change in scientific discovery process. Over the last couple of years, the scientific communities have started embracing AI in ways to enhance and improve traditional model simulation methods to tackle problems that w...
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Lenguaje: | eng |
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2019
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Acceso en línea: | http://cds.cern.ch/record/2692156 |
_version_ | 1780963928889622528 |
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author | Lee, Victor |
author_facet | Lee, Victor |
author_sort | Lee, Victor |
collection | CERN |
description | <!--HTML-->With advances in AI, HPC and AI convergence promises a revolution change in scientific discovery process. Over the last couple of years, the scientific communities have started embracing AI in ways to enhance and improve traditional model simulation methods to tackle problems that were computationally impossible. In this talk, I will outline ways HPC and AI would work together, provide examples of these paths, summarize the progress the communities have made in this front, outline challenges and gaps scientists are facing, and discuss some possible solutions. The goal of my talk is to excite the audience about the coming opportunity and motivate them to contribute to the HPC plus AI revolution. |
id | cern-2692156 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2019 |
record_format | invenio |
spelling | cern-26921562022-11-02T22:24:39Zhttp://cds.cern.ch/record/2692156engLee, VictorProgress and challenges on HPC and AI convergenceIXPUG 2019 Annual Conference at CERNother events or meetings<!--HTML-->With advances in AI, HPC and AI convergence promises a revolution change in scientific discovery process. Over the last couple of years, the scientific communities have started embracing AI in ways to enhance and improve traditional model simulation methods to tackle problems that were computationally impossible. In this talk, I will outline ways HPC and AI would work together, provide examples of these paths, summarize the progress the communities have made in this front, outline challenges and gaps scientists are facing, and discuss some possible solutions. The goal of my talk is to excite the audience about the coming opportunity and motivate them to contribute to the HPC plus AI revolution.oai:cds.cern.ch:26921562019 |
spellingShingle | other events or meetings Lee, Victor Progress and challenges on HPC and AI convergence |
title | Progress and challenges on HPC and AI convergence |
title_full | Progress and challenges on HPC and AI convergence |
title_fullStr | Progress and challenges on HPC and AI convergence |
title_full_unstemmed | Progress and challenges on HPC and AI convergence |
title_short | Progress and challenges on HPC and AI convergence |
title_sort | progress and challenges on hpc and ai convergence |
topic | other events or meetings |
url | http://cds.cern.ch/record/2692156 |
work_keys_str_mv | AT leevictor progressandchallengesonhpcandaiconvergence AT leevictor ixpug2019annualconferenceatcern |