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Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation : 21st Smoky Mountains Computational Sciences and Engineering, SMC 2021, Virtual Event, October 18-20, 2021, Revised Selected Papers / edited by Jeffrey Nichols, Arthur 'Barney' Maccabe, James Nutaro, Swaroop Pophale, Pravallika Devineni, Theresa Ahearn, Becky Verastegui.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1512
- Communications in Computer and Information Science, 1865-0937 ; 1512
- Language:
- English
- Subjects (All):
- Computer systems.
- Computers, Special purpose.
- Computer networks.
- Artificial intelligence.
- Computer engineering.
- Social sciences-Data processing.
- Computer System Implementation.
- Special Purpose and Application-Based Systems.
- Computer Communication Networks.
- Artificial Intelligence.
- Computer Engineering and Networks.
- Computer Application in Social and Behavioral Sciences.
- Local Subjects:
- Computer System Implementation.
- Special Purpose and Application-Based Systems.
- Computer Communication Networks.
- Artificial Intelligence.
- Computer Engineering and Networks.
- Computer Application in Social and Behavioral Sciences.
- Physical Description:
- 1 online resource (XV, 467 pages) : 171 illustrations, 160 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- This 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-96498-6
- 9783030964986
- Access Restriction:
- Restricted for use by site license.
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