ABEMGNIGNI NJIFON Marianne is a PhD student from the Mathematical Stochastics Department of the Uni- versity of Goettingen with a background in Physics. She completed her rst Master's in Fundamental Mechanics and Complex Systems at the University of Yaounde I before completing a Master's in Mathematical Sciences and a Master's in Machine Learning. Currently she works on Inference with spatial data but still have active ongoing projects in Few cycle pulses in Magnetic and Non Magnetic Materials.