Geochemical Mechanics and Deep Neural Network Modeling

Geochemical Mechanics and Deep Neural Network Modeling

Applications to Earthquake Prediction

Toriumi, Mitsuhiro

Springer Verlag, Singapore

08/2022

274

Dura

Inglês

9789811936586

15 a 20 dias

652

Descrição não disponível.
Introduction.- Mechanics of Crack Sealing with Fluid Flow in the Plate Boundary.- Large Scale Permeable Convection of the Plate Boundary Zone.- Rapid Process of Massive Extrusion of Plate Boundary Rocks.- Mechanics by Synchronous GRACE Gravity, Earth Rotation, Plate Velocity and Global Correlated Seismicity.- Gaussian Network Model of Global Seismicity.- Prediction Testing of Plate Boundary Earthquake by Global DCNN and VAE-CNN Modeling.- Concluding Remarks.
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Earthquake prediction testing;Convolutional neural network (CNN);Multi-labeling and variational time shift;Natural sealed crack;Rapid massive extrusion of rocks;Time scales of plate boundary processes