ML & AI for Seismic Processing I (time-lapse, velocities, high-res)
Tracks
Geophysics
| Tuesday, June 9, 2026 |
| 8:30 AM - 11:30 AM |
Speaker
Dr Jaime Andres Collazos Gonzalez
PhD Researcher
Universidade Federal Do Rio Grande Do Norte (ufrn)
4D seismic denoising using a dual-band WcGAN-GP architecture
Mr Yang Cui
PhD Student
Uppsala University
Physics-aware Deep Learning for Surface Wave Mode Separation
Dr Katerine de Jesus Rincon Perez
PhD.
UFRN
Advantages of Deep Learning vs. FWI for 4D seismic inversion using sparse OBN data
Mr ISAO KUROSAWA
Eneos Xplora Inc
Orientation-aware DAS attributes and ROI graph neural networks for microseismic event screening
Ms Huanhuan Tang
APM, Chinese Academy of Sciences
A physics-guided self-supervised diffusion model for seismic resolution enhancement
Mr Chao Ma
China University of Petroleum (East China)
Efficient seismic diffraction separation and imaging using an improved Swin-Conv UNet
Ms Zixuan Qiao
China University Of Petroleum (east China)
Low-Frequency Extrapolation of Seismic Data Based on U-shaped Neural Operator
Mr Zilong Dong
Bgpinc., China National Petroleum Corporation
Time-varying wavelet extraction from prestack seismic data via supervised deep learning
