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eess.SP2018
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…
eess.SP2018
Data-driven Seismic Waveform Inversion: A Study on the Robustness and Generalization
Zhongping Zhang, Youzuo Lin
Acoustic- and elastic-waveform inversion is an important and widely used method to reconstruct subsurface velocity image. Waveform inversion is a typical non-linear and ill-posed i…
eess.SP2018
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…