214 citations · 397 across the 10 of their papers we have counts for
5 papers · 1 filter
InversionNet: A Real-Time and Accurate Full Waveform Inversion with CNNs and continuous CRFs
Yue Wu, Youzuo Lin
Full-waveform inversion problems are usually formulated as optimization problems, where the forward-wave propagation operator maps the subsurface velocity structures to seismic…
Spatial-Temporal Densely Connected Convolutional Networks: An Application to CO2 Leakage Detection
Zheng Zhou, Youzuo Lin, Yue Wu +3
In carbon capture and sequestration, building an effective monitoring method is a crucial step to detect and respond to CO2 leakage. CO2 leakage detection methods rely on geophysic…
A Data-Driven CO2 Leakage Detection Using Seismic Data and Spatial-Temporal Densely Connected Convolutional Neural Networks
Zheng Zhou, Youzuo Lin, Zhongping Zhang +4
In carbon capture and sequestration, developing effective monitoring methods is needed to detect and respond to CO2 leakage. CO2 leakage detection methods rely on geophysical obser…
Earthquake Detection in 1-D Time Series Data with Feature Selection and Dictionary Learning
Zheng Zhou, Youzuo Lin, Zhongping Zhang +2
Earthquakes can be detected by matching spatial patterns or phase properties from 1-D seismic waves. Current earthquake detection methods, such as waveform correlation and template…
Seismic-Net: A Deep Densely Connected Neural Network to Detect Seismic Events
Yue Wu, Youzuo Lin, Zheng Zhou +1
One of the risks of large-scale geologic carbon sequestration is the potential migration of fluids out of the storage formations. Accurate and fast detection of this fluids migrati…