Dr. Zahra Monfared

Address

Technical University of Munich
TUM School of CIT
Department of Computer Science
Boltzmannstraße 3
85748 Garching
Germany

Office: MI 02.05.041
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