2

Spatiotemporal Graph Convolutional Networks for Earthquake Source Characterization
Earthquake characterization by graph neural networks.
Xitong Zhang, Will Reichard-Flynn, Miao Zhang, Matthew Hirn, Youzuo Lin
PDF Cite
Spatiotemporal Graph Convolutional Networks for Earthquake Source Characterization
Making Invisible Visible: Data-Driven Seismic Inversion With Spatio-Temporally Constrained Data Augmentation
Deep learning and data-driven approaches have shown great potential in scientific domains. The promise of data-driven techniques relies …
Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin
PDF Cite
Making Invisible Visible: Data-Driven Seismic Inversion With Spatio-Temporally Constrained Data Augmentation
A deep learning-based segmentation pipeline for profiling cellular morphodynamics using multiple types of live cell microscopy
To accurately segment cell edges and quantify cellular morphodynamics from live-cell imaging data, we developed a deep learning-based …
Junbong Jang, Chuangqi Wang, Xitong Zhang, Hee June Choi, Xiang Pan, Bolun Lin, Yudong Yu, Carly Whittle, Madison Ryan, Yenyu Chen, Kwonmoo Lee
PDF Cite Code
A deep learning-based segmentation pipeline for profiling cellular morphodynamics using multiple types of live cell microscopy
Connect the Dots: In Situ 4-D Seismic Monitoring of CO2 Storage With Spatio-Temporal CNNs
4-D seismic imaging has been widely used in CO2 sequestration projects to monitor the fluid flow in the volumetric subsurface region …
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill P Symons, Youzuo Lin
PDF Cite
Connect the Dots: In Situ 4-D Seismic Monitoring of CO2 Storage With Spatio-Temporal CNNs