Leonid Berlyand
Scholar

Leonid Berlyand

Google Scholar ID: ArwJ7n4AAAAJ
Professor of Mathematics, Pennsylvania State University
PDEs and applications to biology and physicsMathematical Foundations of Deep Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
833
 
H-index
15
 
i10-index
27
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
2 items
Pruning Deep Neural Networks via the Marchenko--Pastur Distribution
2026
Cited
0
Asymptotic behavior of eigenvalues of large rank perturbations of large random matrices
2025
Cited
0
Resume
Academic Achievements
  • Author of over 100 refereed publications and three books
  • Invited lecture series 'Mathematical Models of Active Matter' at Collège de France (Spring 2023)
  • Recipient of the Humboldt Prize (2021) for lifetime research achievements and significant impact in his field
  • Honorary Professor (Professoris Honoris Causa) of Moscow State University (2017) for contributions to Applied Mathematics and Mathematical Physics
  • C.I. Noll Award for excellence in teaching, Penn State University (2004)
  • Annual recognition as an outstanding faculty member in the Eberly College of Science
Background
  • Applied mathematician working on modeling, analysis, and simulations in biology, materials science, and physics
  • Recently began research on the mathematical foundations of Deep Learning
  • Mathematical focus on PDEs and variational problems
  • Co-founding co-director of the Center for Mathematics of Living and Mimetic Matter (with Prof. I. Aronson)
  • Co-founding co-director of the Center for Interdisciplinary Mathematics (with Prof. A. Bressan)