Maximilian Hoff
Test Generation for model-based Applications
Masterarbeit
2023

Zekai Li
Decomposition Methods for Tensor Networks
Bachelorarbeit
2024

Niklas Vinnitchenko; Benjamin Rodenberg; Hans-Joachim Bungartz; Benjamin Uekermann
Higher-Order Time-Stepping in Multiphysics using preCICE
FEniCS 2024
2024

Doncevic, Danimir T.;Mitsos, Alexander;Guo, Yue;Li, Qianxiao;Dietrich, Felix;Dahmen, Manuel;Kevrekidis, Ioannis G.
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
SIAM Journal on Scientific Computing
2024
46
2
Apr
A719-A743

Chinmay Datar;Adwait Datar;Felix Dietrich;Wil Schilders
Continuous-time neural networks for modeling linear dynamical systems
ICLR 2024
2024

Ioannis K. Gallos;Daniel Lehmberg;Felix Dietrich;Constantinos Siettos
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator
Chaos: An Interdisciplinary Journal of Nonlinear Science
2024
34
1
Jan

Safa Sadiq
Sampling weights of auto-encoder networks
Masterarbeit
2024

Georgi Hrusanov
Predicting Building Occupancy with the Koopman Operator
Masterarbeit
2024

Osman Utku Özbudak
Iterative Sampling of Deep Operator Networks
Masterarbeit
2024

Onur Eker
Scalable Sampling of Deep Neural Operators
Masterarbeit
2024