ML & AI for Seismic Imaging & Velocities-1
Tracks
Geophysics
| Tuesday, June 3, 2025 |
| 9:00 AM - 12:00 PM |
| Room 3 |
Speaker
Mr Juan Romero
Ph.D. Student
King Abdullah University Of Science And Technology
B-IntraSeismic: Uncertainty quantification in seismic inversion via implicit neural representations
9:00 AM - 9:20 AM
Dr Yen Sun
TotalEnergies
Rapid Geophysical Inversion and Uncertainty Estimation of Field Seismic Data Using Invertible Neural Networks
9:20 AM - 9:40 AM
Dr Zhilong Fang
University of Electronic Science and Technology of China
An Uncertainty Quantification Method Using Normalizing Flow for Wavefield Reconstruction Inversion with Non-Gaussian Convex Priors
9:40 AM - 10:00 AM
Dr Mauricio Araya-Polo
TotalEnergies Research & Technology US
Importance Sampling for Deep Learning-driven Seismic Inversion Uncertainty Quantification
10:00 AM - 10:20 AM
Abolfazl Khan Mohammadi
PhD student
Memorial University of Newfoundland
Enhancing Uncertainty Quantification Performance via Deep Learning-Assisted Markov Chain Monte Carlo
10:40 AM - 11:00 AM
Mr Lingyun Yang
China University Of Petruleum (east China)
China University Of Petroleum (east China)
Conditional image prior with stein variational gradient descent for uncertainty quantification in full waveform inversion
11:00 AM - 11:20 AM
Mr Mohammad Hasyim Taufik
PhD Student
King Abdullah University Of Science And Technology
Accelerating Stein variational gradient descent in full waveform inversion with diffusion models
11:20 AM - 11:40 AM
Mr Yuke Xie
Ph.d. Student
Mines Paris - PSL Research University
Generative AI prior and posterior sampling for seismic imaging
11:40 AM - 12:00 PM
