| 2026 | FlAIRS | Comparing EPGP Surrogates and Finite Elements Under Degree-of-Freedom Parity. | Obed Amo, Samit Ghosh, Markus Lange-Hegermann, Bogdan Raita, Michael Pokojovy |
| 2026 | IDA | Fast Model Selection for Interpretable Gaussian Process Models Using Laplace Approximation. | Andreas Besginow, Thomas Pawellek, Jan David Hwel, Christian Beecks, Markus Lange-Hegermann |
| 2024 | AISTATS | Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning. | Jrn Tebbe, Christoph Zimmer, Ansgar Steland, Markus Lange-Hegermann, Fabian Mies |
| 2023 | ICML | Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients. | Marc Hrknen, Markus Lange-Hegermann, Bogdan Raita |
| 2023 | INDIN | Holistic optimization of a dynamic cross-flow filtration process towards a cyber-physical system. | Jrn Tebbe, Thomas Pawlik, Marc Trilling, Jannis Lbner, Markus Lange-Hegermann, Jan Schneider |
| 2022 | CASC | On Boundary Conditions Parametrized by Analytic Functions. | Markus Lange-Hegermann, Daniel Robertz |
| 2021 | AISTATS | Linearly Constrained Gaussian Processes with Boundary Conditions. | Markus Lange-Hegermann |
| 2019 | GI | Priors for Linear Differential Equations. | Markus Lange-Hegermann |
| 2010 | CASC | Thomas Decomposition of Algebraic and Differential Systems. | Thomas Bchler, Vladimir P. Gerdt, Markus Lange-Hegermann, Daniel Robertz |