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
Publications
Co-Authors
- Abdul-Lateef Haji-Ali
- Alessandro Veneziani
- Alexey Chernov
- Alfio Quarteroni
- Celia García-Pareja
- Cesarino Pangrazzi
- Chandrajit L. Bajaj
- Christian Vergara
- Christine Tobler
- Clayton G. Webster
- Cristina Demattè
- D. Ambrosi
- Daniel Kressner
- Daniel Straub
- Davide Pradovera
- Diane Guignard
- Dirk Nuyens
- Domenico Catanzariti
- Elena Faggiano
- Eleonora Arnone
- Eleonora Musharbash
- Eliott Van Dieren
- Erik von Schwerin
- Eva Vidlicková
- Fabio Zoccolan