Publications

E. Henningsson, C. Schulze, J. Aka, M. Gräber, D. Brück, E. Nahodovic, & O. Lenord. (2025). Input smoothing for faster co-simulation using FMI. Linköping Electronic Conference Proceedings. https://doi.org: 10.3384/ecp218653.

J. Aka, J. Brunnemann, J. Eiden, A. Speerforck, & L. Mikelsons. (2024). Balanced neural ODEs: Nonlinear model order reduction and koopman operator approximations. arXiv. https://doi.org: 10.48550/ARXIV.2410.10174.

J. Aka, J. Brunnemann, S. Freund, & A. Speerforck. (2023). Efficient global multi parameter calibration for complex system models using machine-learning surrogates. Modelica conferences, 107–120. https://doi.org: 10.3384/ecp204107.