The need for adoption of neural HPC (NeuHPC) in space sciences

A major challenge facing scientists using conventional approaches for solving PDEs is the simulation of extreme multi-scale problems. While exascale computing will enable simulations of larger systems, the extreme multiscale nature of many problems requires new techniques. Deep learning techniques h...

Full description

Bibliographic Details
Main Authors: Homa Karimabadi, Jason Wilkes, D. Aaron Roberts
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fspas.2023.1120389/full