Scholar
Stephan Wojtowytsch
Google Scholar ID: vnluGycAAAAJ
University of Pittsburgh
Deep learning
stochastic optimization
partial differential equations
calculus of variations
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Citations & Impact
All-time
Citations
875
H-index
13
i10-index
15
Publications
20
Co-authors
8
list available
Publications
5 items
The double descent and Runge phenomena in overparametrized polynomial interpolation
2026
Cited
0
The Barron-Lipschitz Energy Gap and Depth Separation Phenomena in Scientific Machine Learning
2026
Cited
0
Elliptic Regularity Theory in Barron Spaces and Applications to the Deep Ritz Method
2026
Cited
0
Momentum-based minimization of the Ginzburg-Landau functional on Euclidean spaces and graphs
arXiv.org · 2024
Cited
1
Nesterov acceleration in benignly non-convex landscapes
arXiv.org · 2024
Cited
2
Co-authors
4 total
Weinan E
Professor of Mathematics, Princeton University
Lei Wu (吴磊)
Assistant Professor, Peking University
Matteo Novaga
Dipartimento di Matematica, Università di Pisa
Jonathan W. Siegel
Assistant Professor, Texas A&M University
