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inv-conj-geophy: Joint Inversions in Geophysics
Lecturers
Anthony Sladen, CNRS and University of Nice Sophia-Antipolis
Henriette Sudhaus, University of Potsdam
Zacharie Duputel, CNRS and University of Strasbourg
Schedule
Tuesday 9:00-10:30
Tuesday 11:00-12:30
Tuesday 16:00-17:30
Wednesday 14:00-15:30
Program
S1: Geodesy(/tsunami?) data - Tuesday 9:00-10:30
What are GPS, InSAR, tsunami data
Where to get them
How to process them (providing a list of tools, websites…)
How to predict them (providing a list of tools, websites…)
S2: Implement/test different optimization techniques - Tuesday 11:00-12:30
S3: Seismology - Tuesday 16:00-17:30
Where to get data (providing a list of tools, websites…)
How to process (providing a list of tools, websites…)
Theory behind source inversion (brief extension to slow-slip events?)
S4: Bayesian source inversion (Zacharie's lecture) - Wednesday 14:00 - 15:30
choices of prior distribution (for static and kinematic parameters),
stochastic forward model (geodetic and seismic data),
solving the source inversion problem (MCMC, transitional MCMC, hierarchical modelling, model class selection, BIC/ABIC, etc).
Simple toy problem to illustrate MCMC
Questions/Ideas