9 citations · 21 across the 5 of their papers we have counts for
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cs.LG2021★ 7 cited
Hybrid modeling of the human cardiovascular system using NeuralFMUs
Tobias Thummerer, Johannes Tintenherr, Lars Mikelsons
Hybrid modeling, the combination of first principle and machine learning models, is an emerging research field that gathers more and more attention. Even if hybrid models produce f…
cs.LG2021★ 9 cited
NeuralFMU: Towards Structural Integration of FMUs into Neural Networks
Tobias Thummerer, Josef Kircher, Lars Mikelsons
This paper covers two major subjects: First, the presentation of a new open-source library called FMI.jl for integrating FMI into the Julia programming environment by providing the…