Dr. Zahra Monfared
Address
Technical University of Munich
TUM School of CIT
Department of Computer Science
Boltzmannstraße 3
85748 Garching
Germany
Email: zahra.monfared@tum.de
Office hours: by arrangement
Education
- Post-Doctoral Researcher in Physics-enhanced Machine Learning at Technical University of Munich, Germany
- Post-Doctoral Researcher in Scientific Machine Learning at Heidelbarg University, Germany
- PhD in Applied Mathematics (Dynamical Systems) at Ferdowsi University of Mashhad, Iran
- M.Sc. in Pure Mathematics (Geometry-Differential equations) at Ferdowsi University of Mashhad, Iran
Research Interests
- Complex dynamical systems
- Machine learning
- Koopman operator
- Data-driven modeling of complex systems
- Mathematics of AI
- Applied geometry and topology
- Functional analysis
Honours and Awards
- NeurIPS 2021 Outstanding Reviewer Award
- 1st ranked student with highest GPA in PhD program
- Honor student in M.Sc. and B.Sc. program
Publications
See Google Scholar