Fabio Nobile (Preferred)
Fabio Nobile
Full Professor, Institute of Mathematics, EPFL
Joined
December 2025
Names
Emails
****@epfl.ch (Confirmed)
Personal Links
Career & Education History
Full Professor
Institute of Mathematics, EPFL (epfl.ch)
2023 – Present
Associate Professor
Institute of Mathematics, EPFL (epfl.ch)
2011 – 2023
Assistant Professor
Mathematics, Polytechnic Institute of Milan (polimi.it)
2005 – 2013
Advisors, Relations & Conflicts
Expertise
Optimization under uncertainty
2021 – Present
Dynamical low rank approximation
, tensor methods
2015 – Present
Sampling methods
, random discrete least squares
, multilevel Monte Carlo
, stochastc gradient descent
2013 – Present
high dimensional approximation
, polynomial chaos expansion
, sparse grids
, stochastic collocation
, rational approximation
, hierarchical approximations
, random PDEs
2003 – 2022
numerical approximation of partial differential equations
, finite elements
, fluid structure interaction
1998 – 2015