Florian Rossmannek
Scholar

Florian Rossmannek

Google Scholar ID: L-2MEYsAAAAJ
NTU Singapore
Citations & Impact
All-time
Citations
207
 
H-index
6
 
i10-index
5
 
Publications
11
 
Co-authors
4
list available
Resume (English only)
Academic Achievements
  • Published multiple papers in journals such as IEEE Trans. Autom. Control, Proc. R. Soc. A, J. Optim. Theory Appl., etc.; gave an invited talk at the Differential Equations for Data Science online seminar; co-authored paper 'Stochastic dynamics learning with state-space systems' (with J-P. Ortega) accepted for publication in M3AS.
Research Experience
  • Postdoctoral research at NTU Singapore, mentored by Juan-Pablo Ortega; participated in a joint workshop with NTU's EMPOWER Centre; research visit at the University of Tokyo.
Education
  • Obtained his doctoral degree from ETH Zurich in March 2023, advised by Patrick Cheridito and Arnulf Jentzen.
Background
  • Nanyang Assistant Professor at NTU Singapore, focusing on the mathematics of machine learning. Previously a Postdoctoral Fellow at NTU Singapore.
Miscellany
  • Looking for Postdocs, PhD students, and Research Assistants; interests include dynamical systems, theory of machine learning, reservoir computing, and neural networks; MSc thesis on Magnetic and Exotic Anosov Hamiltonian Structures; wrote an article on combinatorics titled 'Christmas Stars'.