Scholar
Leonid Berlyand
Google Scholar ID: ArwJ7n4AAAAJ
Professor of Mathematics, Pennsylvania State University
PDEs and applications to biology and physics
Mathematical Foundations of Deep Learning
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Citations & Impact
All-time
Citations
833
H-index
15
i10-index
27
Publications
20
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0
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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 (English only)
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)
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Co-authors: 0 (list not available)
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