Scholar

Stephan Wojtowytsch

Google Scholar ID: vnluGycAAAAJ

University of Pittsburgh

Deep learningstochastic optimizationpartial differential equationscalculus of variations

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

875

H-index

13

i10-index

15

Publications

20

Co-authors

8

list available

Contact

No contact links provided.

Publications

4 items

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

Resume (English only)

Co-authors

8 total

Professor of Mathematics, Princeton University

Lei Wu (吴磊)

Assistant Professor, Peking University

Dipartimento di Matematica, Università di Pisa

Jonathan W. Siegel

Assistant Professor, Texas A&M University