Physics of Geochemical Mechanics and Deep Neural Network Modeling with Diffusion Augmentation

Physics of Geochemical Mechanics and Deep Neural Network Modeling with Diffusion Augmentation

Applications to Earthquake Prediction

Toriumi, Mitsuhiro

Springer Verlag, Singapore

01/2025

290

Dura

9789819793754

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Introduction.- Physics of Geochemical Mechanics.- Characteristic Microstructures Reated to Multiphase Shear Flow.- Recent Variations of Global and Regional Correlated Seismicity.- Neural Network Modeling of Regression in Nonlinear Dynamics Timeseries.- Augmentation of Timeseries and DNN Modeling of Seismic Activity.- Concluding Remarks.
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Global seismic activity;Diffusion augmentation;Earthquake probability prediction;Neural network modeling;Geochemical mechanics