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Geochemical Mechanics and Deep Neural Network Modeling : Applications to Earthquake Prediction / / by Mitsuhiro Toriumi
| Geochemical Mechanics and Deep Neural Network Modeling : Applications to Earthquake Prediction / / by Mitsuhiro Toriumi |
| Autore | Toriumi Mitsuhiro <1946-> |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (283 pages) |
| Disciplina | 551.22 |
| Collana | Advances in Geological Science |
| Soggetto topico |
Geochemistry
Geophysics Machine learning Geography - Mathematics Natural disasters Machine Learning Mathematics of Planet Earth Natural Hazards |
| ISBN |
9789811936593
9789811936586 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNINA-9910588595803321 |
Toriumi Mitsuhiro <1946->
|
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Global seismicity dynamics and data-driven science : seismicity modelling by big data analytics / / Mitsuhiro Toriumi
| Global seismicity dynamics and data-driven science : seismicity modelling by big data analytics / / Mitsuhiro Toriumi |
| Autore | Toriumi Mitsuhiro <1946-> |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Gateway East, Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (IX, 231 p. 230 illus., 184 illus. in color.) |
| Disciplina | 551.220285 |
| Collana | Advances in Geological Science |
| Soggetto topico | Seismology - Data processing |
| ISBN | 981-15-5109-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | - Introduction -- Nature of Earthquakes in the Solid Earth -- Global Seismicity of the Solid Earth -- Data – Driven Sciences for Geosciences -- Data-Driven Science of Seismicity -- Down Scaling Seismicity of Japanese Regions -- Correlated Seismicity of the Northern California Region -- Model of Seismicity Dynamics from Data-Driven Science -- Seismicity Dynamics Model of Global Earth and Japanese Island Region -- Predictive Modeling of Global and Regional Seismicity Rates -- Future Problems of Prediction of Giant Plate Boundary Earthquakes -- Application of Recurrent Neural Network (RNN) Modeling for Global Seismicity Dynamics -- Comments on Databases and Software Used in This Book. |
| Record Nr. | UNINA-9910484884103321 |
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Toriumi Mitsuhiro <1946->
|
||
| Gateway East, Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||