FAD: Foundation-Model Aided Deep Learning for Marine Seismic Interference Attenuation
Foundation-model-aided deep learning for marine seismic interference attenuation, recorded as accepted by Geophysics on the official PKU faculty profile.
刘马
GeoBrain · People
Qi Liu
Website Design & Project Planning
Leads website design and project planning, with verified work spanning generative seismic interpolation and foundation models for geophysics.
Peking University
Generative modelsSeismic interpolationFoundation models
Project involvement
Project involvement
Ongoing
Nanjing Institute Prestack Signal-Processing Foundation Model
Signal processing · Foundation models
View project→Ongoing
BGP Prestack Signal-Processing Foundation Model
Signal processing · Foundation models
View project→Ongoing
Multimodal General Foundation Model
Multimodal poststack signal processing
View project→Completed
BGP Five-Dimensional Regularization
Seismic regularization
View project→Completed
Loess Plateau Denoising
Ground-roll attenuation
View project→Completed
Nearby-Vessel Interference Attenuation
Signal processing
View project→Completed
Rugged Seafloor Mechanism Study
Seismic-wave propagation
View project→Verified work
Verified publications
Foundation Models for Exploration Geophysics
A review of the hierarchy, development workflow, applications and challenges of foundation models for exploration geophysics, including agents and copilots.
刘马
Generative Interpolation via Diffusion Probabilistic Model
A diffusion-probabilistic approach that learns seismic data distributions for generative missing-trace interpolation.
刘马