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Markos A. Katsoulakis
Scholar

Markos A. Katsoulakis

Google Scholar ID: 2PpEwFQAAAAJ
University of Massachusetts, Amherst
Applied Mathematics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
4,825
 
H-index
36
 
i10-index
91
 
Publications
20
 
Co-authors
7
list available
Publications
7 items
Sharp Stability Threshold and Certification for Designing Stable Residual Architectures
2026
Cited
0
Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space
2026
Cited
0
ISOMORPH: A Supply Chain Digital Twin for Simulation, Dataset Generation, and Forecasting Benchmarks
2026
Cited
0
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
Co-authors
4 total
Luc Rey-Bellet
Luc Rey-Bellet
University of Massachusetts Amherst
Alexandros Sopasakis
Alexandros Sopasakis
Lund University
Abhijit Chatterjee
Abhijit Chatterjee
IIT Bombay
Michela Taufer
Michela Taufer
Jack Dongarra Professor in High Performance Computing, The University of Tennessee