A Deep Learning-based time shift objective function for Full Waveform Inversion

Date:
24 Sep, 2025

Mustafa Alfarhan, Fuqiang Chen, George Turkiyyah, David Keyes, Ivan Vasconcelos, and Matteo Ravasi

 

 GitHub: https://github.com/DeepWave-KAUST/DeepTimeshift-pub

 

This work expands on a previous study on using a neural network to predict the time shift needed to align modeled and observed data in Full Waveform Inversion. It presents extensive experimental evaluations of the proposed method using two synthetic datasets: Marmousi II and the Chevron blind test dataset.