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20182021
most citedSeismic Full-Waveform Inversion Using Deep Learning Tools and Techniques

47 citations · 66 across the 4 of their papers we have counts for

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physics.geo-ph2018★ 6 cited

Generative Adversarial Networks for Model Order Reduction in Seismic Full-Waveform Inversion

Alan Richardson

I train a Generative Adversarial Network to produce realistic seismic wave speed models. I integrate the generator network into seismic Full-Waveform Inversion to reduce the number…

physics.geo-ph2018★ 47 cited

Seismic Full-Waveform Inversion Using Deep Learning Tools and Techniques

Alan Richardson

I demonstrate that the conventional seismic full-waveform inversion algorithm can be constructed as a recurrent neural network and so implemented using deep learning software such…