Embedding Capabilities of Neural ODEs. - Christian Kuehn 001; Sara-Viola Kuntz (CoRR, 2023)

Analysis of the Geometric Structure of Neural Networks and Neural ODEs via Morse Functions. - Christian Kuehn 001; Sara-Viola Kuntz (CoRR, 2024)

Geometric Blow-Up for Folded Limit Cycle Manifolds in Three Time-Scale Systems. - Samuel Jelbart; Christian Kuehn 001; Sara-Viola Kuntz (J. Nonlinear Sci., 2024)

The Influence of the Memory Capacity of Neural DDEs on the Universal Approximation Property. - Christian Kuehn 001; Sara-Viola Kuntz (CoRR, 2025)

A Dynamical Systems Perspective on the Analysis of Neural Networks. - Dennis Chemnitz; Maximilian Engel; Christian Kuehn 001; Sara-Viola Kuntz (CoRR, 2025)