31 citations · 138 across the 19 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
physics.geo-ph2018★ 17 cited
Frozen Gaussian Approximation for 3-D Elastic Wave Equation and Seismic Tomography
James C. Hateley, Lihui Chai, Ping Tong +1
The purpose of this work is to generalize the frozen Gaussian approximation (FGA) theory to solve the 3-D elastic wave equation and use it as the forward modeling tool for seismic…
physics.geo-ph2018★ 3 cited
Deep Learning Seismic Substructure Detection using the Frozen Gaussian Approximation
James C. Hateley, Jay Roberts, Kyle Mylonakis +1
We propose a deep learning algorithm for seismic interface and pocket detection with neural networks trained by synthetic high-frequency displacement data efficiently generated by…