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020 _a9783030964986
_9978-3-030-96498-6
024 7 _a10.1007/978-3-030-96498-6
_2doi
050 4 _aQA76.9.S88
072 7 _aUYD
_2bicssc
072 7 _aCOM011000
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072 7 _aUYD
_2thema
082 0 4 _a004.2
_223
245 1 0 _aDriving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation
_h[electronic resource] :
_b21st Smoky Mountains Computational Sciences and Engineering, SMC 2021, Virtual Event, October 18-20, 2021, Revised Selected Papers /
_cedited by Jeffrey Nichols, Arthur ‘Barney’ Maccabe, James Nutaro, Swaroop Pophale, Pravallika Devineni, Theresa Ahearn, Becky Verastegui.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXV, 467 p. 171 illus., 160 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1512
505 0 _aComputational Applications: Converged HPC and Artificial Intelligence -- Advanced Computing Applications: Use Cases that Combine Multiple Aspects of Data and Modeling -- Advanced Computing Systems and Software: Connecting Instruments from Edge to Supercomputers -- Deploying Advanced Computing Platforms: On the Road to a Converged Ecosystem -- Scientific Data Challenges.
520 _aThis book constitutes the revised selected papers of the 21st Smoky Mountains Computational Sciences and Engineering Conference, SMC 2021, held in Oak Ridge, TN, USA*, in October 2021. The 33 full papers and 3 short papers presented were carefully reviewed and selected from a total of 88 submissions. The papers are organized in topical sections of computational applications: converged HPC and artificial intelligence; advanced computing applications: use cases that combine multiple aspects of data and modeling; advanced computing systems and software: connecting instruments from edge to supercomputers; deploying advanced computing platforms: on the road to a converged ecosystem; scientific data challenges. *The conference was held virtually due to the COVID-19 pandemic.
650 0 _aComputer systems.
650 0 _aComputers, Special purpose.
650 0 _aComputer networks .
650 0 _aArtificial intelligence.
650 0 _aComputer engineering.
650 0 _aSocial sciences
_xData processing.
650 1 4 _aComputer System Implementation.
650 2 4 _aSpecial Purpose and Application-Based Systems.
650 2 4 _aComputer Communication Networks.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
700 1 _aNichols, Jeffrey.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMaccabe, Arthur ‘Barney’.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aNutaro, James.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPophale, Swaroop.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDevineni, Pravallika.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAhearn, Theresa.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aVerastegui, Becky.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030964979
776 0 8 _iPrinted edition:
_z9783030964993
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1512
856 4 0 _uhttps://doi.org/10.1007/978-3-030-96498-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
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