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

8 September 2022

Papers citing "NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications"

5 / 5 papers shown

Title
Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming Linus Langenkamp Philip Hannebohm Bernhard Bachmann 36 0 0 06 May 2025
Learnable & Interpretable Model Combination in Dynamical Systems Modeling Tobias Thummerer Lars Mikelsons AI4CE 46 1 0 12 Jun 2024
Eigen-informed NeuralODEs: Dealing with stability and convergence issues of NeuralODEs Tobias Thummerer Lars Mikelsons 19 3 0 07 Feb 2023
Multiple shooting for training neural differential equations on time series Evren Mert Turan J. Jäschke AI4TS 37 23 0 14 Sep 2021
Hybrid modeling of the human cardiovascular system using NeuralFMUs Tobias Thummerer Johannes Tintenherr Lars Mikelsons AI4CE 21 5 0 10 Sep 2021