203 citations · 264 across the 11 of their papers we have counts for
3 papers · 1 filter
Seismic traveltime simulation for variable velocity models using physics-informed Fourier neural operator
Chao Song, Tianshuo Zhao, Umair bin Waheed +2
Seismic traveltime is critical information conveyed by seismic waves, widely utilized in various geophysical applications. Conventionally, the simulation of seismic traveltime invo…
Will ChatGPT and Related AI-Tools Alter the Future of the Geosciences and Petroleum Engineering?
Ruud Weijermars, Umair bin Waheed, Kanan Suleymanli
A key aim of this paper is to explore how our professional tasks as geoscientists and petroleum engineers can be completed more effectively making use of tools powered by Artificia…
An enrichment approach for enhancing the expressivity of neural operators with applications to seismology
Ehsan Haghighat, Umair bin Waheed, George Karniadakis
The Eikonal equation plays a central role in seismic wave propagation and hypocenter localization, a crucial aspect of efficient earthquake early warning systems. Despite recent pr…