240 citations · 323 across the 11 of their papers we have counts for
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physics.comp-ph2020★ 240 cited
Solving the acoustic VTI wave equation using physics-informed neural networks
Chao Song, Tariq Alkhalifah, Umair bin Waheed
Frequency-domain wavefield solutions corresponding to the anisotropic acoustic wave equations can be used to describe the anisotropic nature of the earth. To solve a frequency-doma…
cs.CV2020
Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands
Umair bin Waheed, Ahmed Shaheen, Mike Fehler +1
Deep learning is fast emerging as a potential disruptive tool to tackle longstanding research problems across the sciences. Notwithstanding its success across disciplines, the rece…