Tobias Thummerer

According to our database, Tobias Thummerer authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Performance and Explainability Requirements of Evolutionary Algorithms in Real-World Physics-Informed Optimization.

Helena Stegherr, Michael Heider, Nils Meyer, Tobias Thummerer, Thomas Wendler, Pierre Aublin, Ennio Idrobo-Ávila, Lars Mikelsons, Sebastian Zaunseder, Jörg Hähner

CoRR, May, 2026

2024

Learnable & Interpretable Model Combination in Dynamic Systems Modeling.

Tobias Thummerer, Lars Mikelsons

CoRR, 2024

2023

Eigen-informed NeuralODEs: Dealing with stability and convergence issues of NeuralODEs.

Tobias Thummerer, Lars Mikelsons

CoRR, 2023

2022

NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications.

Tobias Thummerer, Johannes Stoljar, Lars Mikelsons

CoRR, 2022

2021

Hybrid modeling of the human cardiovascular system using NeuralFMUs.

Tobias Thummerer, Johannes Tintenherr, Lars Mikelsons

CoRR, 2021

NeuralFMU: Towards Structural Integration of FMUs into Neural Networks.

Tobias Thummerer, Josef Kircher, Lars Mikelsons

CoRR, 2021