NeuralFMU: Towards Structural Integration of FMUs into Neural Networks. - Tobias Thummerer; Josef Kircher; Lars Mikelsons (CoRR, 2021)

Hybrid modeling of the human cardiovascular system using NeuralFMUs. - Tobias Thummerer; Johannes Tintenherr; Lars Mikelsons (CoRR, 2021)

NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications. - Tobias Thummerer; Johannes Stoljar; Lars Mikelsons (CoRR, 2022)

Eigen-informed NeuralODEs: Dealing with stability and convergence issues of NeuralODEs. - Tobias Thummerer; Lars Mikelsons (CoRR, 2023)

Learnable & Interpretable Model Combination in Dynamic Systems Modeling. - Tobias Thummerer; Lars Mikelsons (CoRR, 2024)