Articles | Volume 11, issue 4
Solid Earth, 11, 1527–1549, 2020
https://doi.org/10.5194/se-11-1527-2020
Solid Earth, 11, 1527–1549, 2020
https://doi.org/10.5194/se-11-1527-2020

Research article 24 Aug 2020

Research article | 24 Aug 2020

Deep learning for fast simulation of seismic waves in complex media

Ben Moseley et al.

Model code and software

Code repository for deep learning for fast simulation of seismic waves in complex media Ben Moseley https://github.com/benmoseley/seismic-simulation-complex-media

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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.