Data-Driven Numerical Modelling in Geodynamics: Methods and Applications

1. Introduction
Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev

2. Backward Advection Method and Its Application to Modelling of Salt Tectonics
Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev

3. Variational Method and Its Application to Modelling of Mantle Plume Evolution
Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev

4. Application of the Variational Method to Lava Flow Modelling
Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev

5. Quasi-Reversibility Method and Its Applications
Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev

6. Application of the QRV Method to Modelling of Plate Subduction
Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev

7. Comparison of Data Assimilation Methods
Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev

Keywords: Earth Sciences, Geophysics/Geodesy, Fossil Fuels (incl. Carbon Capture), Natural Hazards, Numerical Analysis