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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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Autor principal: Lee, Victor
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:http://cds.cern.ch/record/2692156
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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.
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institution Organización Europea para la Investigación Nuclear
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publishDate 2019
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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