4.5 Article

Translating novel HPC techniques into efficient geoscience solutions

Journal

JOURNAL OF COMPUTATIONAL SCIENCE
Volume 52, Issue -, Pages -

Publisher

ELSEVIER
DOI: 10.1016/j.jocs.2020.101212

Keywords

Computational geoscience application; Numerical simulation; High performance computing; Translational computer science

Funding

  1. National Key R&D Program of China [2017YFA0604500]
  2. National NSF of China [61672312, 41374113, 91530323, U1839206, 61962051]
  3. Center for High Performance Computing and System Simulation, Pilot National Laboratory for Marine Science and Technology (Qingdao)

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Computational geoscience is a well-established field that aims to better understand and protect our planet, covering various closely related Earth systems. Efficiently translating novel techniques from computer science to practical geoscience solutions is a challenging and important problem, requiring interdisciplinary research efforts.
Computational geoscience is an established field for better understanding and protecting our planet. It covers a wide range of different fields that are closely related to Earth systems. As a popular research area that largely relies on high performance computing, the efficient translation of novel techniques from computer science to practical geoscience solutions has emerged as an important and challenging problem. Based on a series of efforts in conducting interdisciplinary research in computer science and geoscience, this paper summarizes the measures we have taken and the lessons we have learned to successfully translate selected computational laboratory innovations into practical solutions.

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