Scholar
Markos A. Katsoulakis
Google Scholar ID: 2PpEwFQAAAAJ
University of Massachusetts, Amherst
Applied Mathematics
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Citations & Impact
All-time
Citations
1,496
H-index
21
i10-index
47
Publications
20
Co-authors
7
list available
Contact
Email
markos@umass.edu
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Publications
4 items
Stability of Transformers under Layer Normalization
2025
Cited
0
Probabilistic operator learning: generative modeling and uncertainty quantification for foundation models of differential equations
2025
Cited
0
Proximal optimal transport divergences
2025
Cited
0
Nonlinear denoising score matching for enhanced learning of structured distributions
arXiv.org · 2024
Cited
1
Resume (English only)
Background
Works at the interface of Applied & Computational Mathematics and Data Science
Focuses on machine learning, uncertainty quantification, and applications in materials and catalysis
Director of the Center for Applied Mathematics & Computation at UMass Amherst
Member of the Executive Committee of the UMASS TRIPODS Institute for Theoretical Foundations of Data Science
Serves on the editorial boards of SIAM/ASA Journal on Uncertainty Quantification and SIAM Mathematical Modeling and Computation book series
Was Associate Editor of SIAM Journal on Mathematical Analysis (2002–2014)
Co-authors
7 total
Luc Rey-Bellet
University of Massachusetts Amherst
Alexandros Sopasakis
Lund University
Abhijit Chatterjee
IIT Bombay
Co-author 4
Co-author 5
Michela Taufer
Jack Dongarra Professor in High Performance Computing, The University of Tennessee
Co-author 7
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