Local model network with regularized MISO finite impulse response models. - Tobias Münker; Oliver Nelles (FUZZ-IEEE, 2016)

Hierarchical model predictive control for Local Model Networks. - Tobias Münker; Tim Oliver Heinz; Oliver Nelles (ACC, 2017)

Generalizing piecewise affine system identification to local model networks. - Tobias Münker; Oliver Nelles (SSCI, 2017)

Improved Incorporation of Prior Knowledge for Regularized FIR Model Identification. - Tobias Münker; Julian Belz; Oliver Nelles (ACC, 2018)

Gray-box identification with regularized FIR models. - Tobias Münker; Timm J. Peter; Oliver Nelles (Autom., 2018)

Nonlinear system identification with regularized local FIR model networks. - Tobias Münker; Oliver Nelles (Eng. Appl. Artif. Intell., 2018)

Local Model Networks for the Identification of Nonlinear State Space Models. - Max Schüssler; Tobias Münker; Oliver Nelles (CDC, 2019)

Deep Recurrent Neural Networks for Nonlinear System Identification. - Max Schüssler; Tobias Münker; Oliver Nelles (SSCI, 2019)