Filippo Gatti is a Maître de Conférences at CentraleSupélec with a decade of experience bridging computational mechanics, seismic engineering and machine learning to model large-scale earthquake scenarios and quantify uncertainties. He earned a PhD jointly from CentraleSupélec and Politecnico di Milano and has held research positions at Tokyo and Kyoto, reflecting a strong international footprint in computational earthquake engineering. His work combines numerical simulation, geotechnical insight and deep learning methods, applied to both academic research and experimental studies such as centrifuge modeling and underground-structure response. Based in Paris, he maintains an active scholarly profile (Google Scholar) and brings practical engineering rigor—evident from top grades and industry-focused MSc work—into advanced simulation and data-driven approaches.
10 years of coding experience
3 years of employment as a software developer
High School Degree, Liceo Scientifico, 100/100, High School Degree, Liceo Scientifico, 100/100 at Liceo Scientifico Galileo Galilei
Doctor of Philosophy - PhD, Civil Engineering, Doctor of Philosophy - PhD, Civil Engineering at Université Paris-Saclay
Geotechnical Earthquake Engineering, Geotechnical Earthquake Engineering at Aristoteleion Panepistimion Thessalonikis
Erasmus Student, MSc Civil Engineering, Erasmus Student, MSc Civil Engineering at Luleå tekniska universitet
Master of Science (MSc), Geotechnical Engineering, 110/110 cum laude, Master of Science (MSc), Geotechnical Engineering, 110/110 cum laude at Politecnico di Milano
Adversarially Learned Inference (ALI) + Conditional Entropy (CE) for seismic signal prediction
Contributions:49 pushes, 11 branches in 3 years 2 months
signalentropypredictiondeep-learninglearned
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Filippo Gatti - Maître De Conférences at CentraleSupélec