GeoFormer: Geometry-Aware Transformer and its application to 5D First-Arrival Picking
A geometry-aware transformer that injects acquisition geometry into prestack seismic representations for robust 5D first-arrival picking.
高马
GeoBrain · People
Tianxiang Gao
Coherent Noise Denoising Task Lead
Leads coherent-noise suppression, with verified work on geometry-aware transformers, first-arrival picking and ground-roll attenuation.
Coherent noiseFirst-arrival pickingTransformer
Project involvement
Project involvement
OngoingProject lead
Nanjing Institute Prestack Signal-Processing Foundation Model
Signal processing · Foundation models
View project→OngoingProject lead
BGP Prestack Signal-Processing Foundation Model
Signal processing · Foundation models
View project→OngoingProject lead
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→Verified work
Verified publications
Spectral Convolutional Neural Networks for Ground Roll Attenuation
A spectral convolutional neural-network approach to coherent ground-roll attenuation, currently recorded as revised.
高马
HC-MVSNet: A Probability Sampling-Based Multi-View-Stereo Network with Hybrid Cascade Structure for 3D Reconstruction
A hybrid-cascade multi-view stereo network that decouples feature resolution from depth intervals and uses probability sampling for accurate, complete 3D reconstruction.
高马