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Youssef Marzouk
Professor, Massachusetts Institute of Technology
Joined
July 2019
Names
Youssef Marzouk
(Preferred)
,
Youssef M. Marzouk
,
Y. M. Marzouk
,
Y. Marzouk
,
Y M Marzouk
,
YM Marzouk
,
Y Marzouk
Emails
****@mit.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Professor
Massachusetts Institute of Technology
(mit.edu)
2009
–
Present
Advisors, Relations & Conflicts
Postdoc Advisor
Habib N. Najm
Present
Expertise
Bayesian inference
Present
Sampling
Present
Transportation of measure
Present
Inverse problems
Present
Optimal experimental design
Present
Nonlinear filtering
Present
Data assimilation
Present
Publications
Data Assimilation – Mathematical Foundation and Applications
Youssef M. Marzouk
,
Sebastian Reich
,
Aretha Teckentrup
Oberwolfach Reports
Readers:
Everyone
Precise asymptotic analysis of Sobolev training for random feature models
Katharine Fisher
,
Matthew T. C. Li
,
Youssef Marzouk
,
Timo Schorlepp
CoRR 2025
Readers:
Everyone
Uncertainty Quantification of Fluid Leakage and Fault Instability in Geologic CO2 ${\text{CO}}_{2}$ Storage
Hannah Lu
,
Lluís Saló‐Salgado
,
Youssef M. Marzouk
,
Ruben Juanes
Water Resources Research
Readers:
Everyone
A Bayesian Characterization of Ensemble Kalman Updates
Frederic J. N. Jorgensen
,
Youssef M. Marzouk
CoRR 2025
Readers:
Everyone
Weighted quantization using MMD: From mean field to mean shift using gradient flows
Ayoub Belhadji
,
Daniel Sharp
,
Youssef Marzouk
AISTATS 2026 Poster
Readers:
Everyone
Evaluating the Accuracy of Gaussian Approximations in VSWIR Imaging Spectroscopy Retrievals
Kelvin M. Leung
,
David R. Thompson
,
Jouni Susiluoto
,
Jayanth Jagalur
,
Amy Braverman
,
Youssef Marzouk
IEEE Transactions on Geoscience and Remote Sensing
Readers:
Everyone
Data Assimilation: From Mathematical and Statistical Foundations to Applications
Jana de Wiljes
,
Youssef Marzouk
,
Aretha Teckentrup
Oberwolfach Reports
Readers:
Everyone
Neural Triangular Transport Maps: A New Approach Towards Sampling in Lattice QCD
Andrey Bryutkin
,
Youssef Marzouk
NeurIPS2025-AI4Science Poster
Readers:
Everyone
Discussion of “Experimental Design and Modeling for Forward-Inverse Maps” by R. Barton & M. Morris, appearing in Technometrics
Youssef Marzouk
Technometrics
Readers:
Everyone
Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
Liviu Aolaritei
,
Qianyu Julie Zhu
,
Zheyu Oliver Wang
,
Michael I. Jordan
,
Youssef Marzouk
NeurIPS 2025 poster
Readers:
Everyone
View all 210 publications
Co-Authors
Aaron Smith
Ahmed F. Ghoniem
Aimee Maurais
Ajay Jasra
Akil Narayan
Alessio Spantini
Alex A. Gorodetsky
Alexander Litvinenko
Alexandros Beskos
Allan Peter Engsig-Karup
Amir Sagiv
Amy Braverman
Andrew D. Davis
Andrey Bryutkin
Ann C. Gentile
Antoni Musolas
Antti Solonen
Aram-Alexandre Pooladian
Aretha Teckentrup
Ayoub Belhadji
Bamdad Hosseini
Benjamin J. Zhang
Benjamin Peherstorfer
Benjamin Zhang
Bert J. Debusschere
View all 146 co-authors