ML/AI for Seismic Processing - Denoising

Tracks
Geophysics
Wednesday, June 12, 2024
8:30 AM - 11:30 AM
Room 10 (Hall E)

Speaker

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Mr Xin Xu
NWGI

An intelligent seismic denoising method integrating attention mechanism and data reconstruction

8:30 AM - 8:50 AM
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Mr Randy Harsuko
Ph.d. Student
King Abdullah University of Science and Technology

Application of a Transformer-based network on land seismic data: a case study on ground roll suppression

8:50 AM - 9:10 AM
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Mr Meng Wang
Phd Student
Harbin Institute of Technology

Hybrid neuron model powers seismic data denoising

9:10 AM - 9:30 AM
Mr Hao Zhang
China University Of Petroleum (East China)

Conditional Denoising Diffusion Probabilistic Model for Seismic Diffraction Separation and Imaging

9:30 AM - 9:50 AM
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Ms Sixiu Liu
KAUST

Gabor-based learnable sparse representation for self-supervised ground roll removal

10:10 AM - 10:30 AM
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Dr Tim Seher
Principal Research Geophysicist
TGS

Shear wave noise attenuation in ocean bottom node data using machine learning

10:30 AM - 10:50 AM
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Mr Linsen Yang
Master's Degree
Xi'an Jiaotong University

A stable and efficient attenuation compensation method based on physics-constrained deep learning

10:50 AM - 11:10 AM
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