ML & AI for Velocity Model Building
Tracks
Geophysics
| Tuesday, June 11, 2024 |
| 2:30 PM - 5:30 PM |
| Room 9 (Hall E) |
Speaker
Mr Randy Harsuko
Ph.d. Student
King Abdullah University of Science and Technology
VelocityGPT: A sequential depth-wise velocity model generator in an autoregressive framework
2:30 PM - 2:50 PM
Dr Fu Wang
KAUST
Controllable velocity synthesis using generative diffusion models
2:50 PM - 3:10 PM
Dr Wenyi Hu
Global ML/AI Scientist
SLB
Generating 3D Seismic Image from Sparse 2D Lines with Artificial Intelligence
3:10 PM - 3:30 PM
Dr Oleg Ovcharenko
Solutions Architect
NVIDIA
Text-Guided Well Log-Constrained Realistic Subsurface Model Generation via Stable Diffusion
3:30 PM - 3:50 PM
Dr Sean Crawley
Pgs
Shortening turnaround time for high-resolution velocity model building with deep learning
4:10 PM - 4:30 PM
Mr Yuke Xie
Ph.d. Student
Mines Paris - PSL Research University
Deep Generative Models for Stochastic Seismic Imaging and Uncertainty Quantification
4:30 PM - 4:50 PM
Diego Barrera
Senai Cimatec
A PINN Eikonal Equation Solution for the Marchenko Method First Arrivals
4:50 PM - 5:10 PM
Prof. Chao Song
Professor
Jilin University
Model generalization: simulating seismic traveltimes for variable velocity models using PIFNO
5:10 PM - 5:30 PMChairperson
Sriram Arasanipalai
Area Manager
PGS
Junxiao Li
Researcher
PETRONAS
