Introduction to Gaussian Process Surrogate Models
Résumé
This is an introduction to Gaussian Processes with two examples in geophysics: processing INSAR measurements (data completion and denoising) and an inverse problem for the identification of a magma reservoir. This 4 hours lecture was given as part of the 4th MDIS - FORM@TER workshop.
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