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
1. Auflage 2022
ISBN: 978-3-030-96497-9
Verlag: Springer

Buch, Englisch, Band 1512, 467 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 727 g

Reihe: Communications in Computer and Information Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Nichols, Jeffrey

Maccabe, Arthur ‘Barney’

Nutaro, James

Pophale, Swaroop

Devineni, Pravallika

Ahearn, Theresa

Verastegui, Becky

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Rechnerarchitektur

Inhaltsverzeichnis

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.