Tobias Thummerer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Practical Issues

Dynamic Systems

Modeling Method

Top Venues

Publications

Tobias Thummerer, Lars Mikelsons
Learnable & Interpretable Model Combination in Dynamic Systems Modeling. CoRR (2024)
Tobias Thummerer, Lars Mikelsons
Eigen-informed NeuralODEs: Dealing with stability and convergence issues of NeuralODEs. CoRR (2023)
Tobias Thummerer, Johannes Stoljar, Lars Mikelsons
NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications. CoRR (2022)
Tobias Thummerer, Johannes Tintenherr, Lars Mikelsons
Hybrid modeling of the human cardiovascular system using NeuralFMUs. CoRR (2021)
Tobias Thummerer, Josef Kircher, Lars Mikelsons
NeuralFMU: Towards Structural Integration of FMUs into Neural Networks. CoRR (2021)