| 2025 | ICINCO | Space-Filling Regularization for Robust and Interpretable Nonlinear State Space Models. | Hermann Klein, Max Heinz Herkersdorf, Oliver Nelles |
| 2025 | ICMLA | Axes-Oblique Partitioning for Local Model Networks with RFIR Models. | Christopher Illg, Oliver Nelles |
| 2024 | CoDIT | Physical-Inspired State Space Structure for Nonlinear Gray-Box Modeling. | Hermann Klein, Max Schssler, Oliver Nelles |
| 2023 | IDEAL | Uniform Design of Experiments for Equality Constraints. | Fabian Schneider, Ralph J. Hellmig, Oliver Nelles |
| 2022 | ICINCO | Space-filling Optimization of Excitation Signals for Nonlinear System Identification. | Volker Smits, Oliver Nelles |
| 2022 | IDEAL | Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. | Tim Voigt, Marvin Schne, Martin Kohlhase, Oliver Nelles, Martin Kuhn |
| 2021 | ICINCO | Genetic Optimization of Excitation Signals for Nonlinear Dynamic System Identification. | Volker Smits, Oliver Nelles |
| 2020 | ETFA | Incremental Latin Hypercube Additive Design for LOLIMOT. | Tim Voigt, Martin Kohlhase, Oliver Nelles |
| 2019 | VEHITS | A Novel Approach for Development of Neural Network based Electrical Machine Models for HEV System-level Design Optimization. | Christian Gletter, Andre Mayer, Josef Kallo, Thomas Winsel, Oliver Nelles |
| 2017 | KES | Iterative Excitation Signal Design for Nonlinear Dynamic Black-Box Models. | Tim Oliver Heinz, Oliver Nelles |
| 2016 | IJCNN | Order of experimentation for metamodeling tasks. | Julian Belz, Konrad Bamberger, Oliver Nelles |
| 2015 | INISTA | Proposal for a function generator and extrapolation analysis. | Julian Belz, Oliver Nelles |
| 2014 | CIDM | Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls. | Tobias Ebert, Julian Belz, Oliver Nelles |
| 2014 | ICANN | Merging Strategy for Local Model Networks Based on the Lolimot Algorithm. | Torsten Fischer, Oliver Nelles |
| 2010 | ICARCV | Comparison of different subset selection algorithms for learning local model networks with higher degree polynomials. | Oliver Bnfer, Benjamin Hartmann, Oliver Nelles |
| 2001 | SMC | Nonlinear internal model control based on local linear neural networks. | Alexander Fink, Oliver Nelles |
| 1996 | ICANN | Local Linear Model Trees for On-Line Identification of Time-Variant Nonlinear Dynamic Systems. | Oliver Nelles |