Solid Earth
Solid Earth
SE
Articles | Volume 11, issue 4
Articles | Volume 11, issue 4
https://doi.org/10.5194/se-11-1527-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/se-11-1527-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 11, issue 4
Research article
 | 
24 Aug 2020
Research article |  | 24 Aug 2020

Deep learning for fast simulation of seismic waves in complex media

Ben Moseley, Tarje Nissen-Meyer, and Andrew Markham

Viewed

Total article views: 8,897 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
6,246 2,453 198 8,897 246 228
  • HTML: 6,246
  • PDF: 2,453
  • XML: 198
  • Total: 8,897
  • BibTeX: 246
  • EndNote: 228
Views and downloads (calculated since 13 Nov 2019)
Cumulative views and downloads (calculated since 13 Nov 2019)

Viewed (geographical distribution)

Total article views: 8,897 (including HTML, PDF, and XML) Thereof 8,243 with geography defined and 654 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 14 Feb 2026
Download
Short summary
Simulations of seismic waves are very important; they allow us to understand how earthquakes spread and how the interior of the Earth is structured. However, whilst powerful, existing simulation methods usually require a large amount of computational power and time to run. In this research, we use modern machine learning techniques to accelerate these calculations inside complex models of the Earth.
Read more
Share