Convergence of a two-parameter hyperbolic relaxation system toward the incompressible Navier-Stokes equations. 2026. [PUMA: SPP2410 am ians] URL
Organizing software community workshops: Experiences from three independent simulation software projects. In René Caspart, Florian Goth, Oliver Karras, Jan Linxweiler, Florian Thiery, and Joachim Wuttke (Eds.), Electronic Communications of the EASST, (85)December 2025. [PUMA: PN3 EXC2075 PN3-12]
Organizing software community workshops: Experiences from three independent simulation software projects. In René Caspart, Florian Goth, Oliver Karras, Jan Linxweiler, Florian Thiery, and Joachim Wuttke (Eds.), Electronic Communications of the EASST, (85)December 2025. [PUMA: icp]
Future challenges for Research Software Engineering. In René Caspart, Florian Goth, Oliver Karras, Jan Linxweiler, Florian Thiery, and Joachim Wuttke (Eds.), Electronic Communications of the EASST, (85)December 2025. [PUMA: icp]
Effiziente Modellierung flexibler Robotersysteme zur Echtzeitsimulation am Beispiel eines Leichtbauroboters. at - Automatisierungstechnik, (74)1:61–73, Walter de Gruyter GmbH, January 2026. [PUMA: PNX EXC2075 updated METEOR_3] URL
Effiziente Modellierung flexibler Robotersysteme zur Echtzeitsimulation am Beispiel eines Leichtbauroboters. at - Automatisierungstechnik, (74)1:61–73, Walter de Gruyter GmbH, January 2026. [PUMA: myown PNX EXC2075 METEOR_3] URL
Diagnostic Model Evaluation and Selection: Bayesian and Information-Theoretic Concepts for the Environmental Sciences. Soil-scientific colloquium, University of Hohenheim, Germany, 2024. [PUMA: myown smdi]
Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models. Transactions in Machine Learning Research, January 2026. [PUMA: myown] URL
Uncertainties in Earth Science Modelling: Diagnostics, Quantification, and Implications for (Hybrid) Model Development. Seminar Series of the Institute of Earth Surface Dynamics and the Institute of Earth Sciences, University of Lausanne, Switzerland, 2025. [PUMA: myown smdi]
Bayesian and Information-Theoretic Tools for Diagnosing Earth Science Models. Seminar Series of the Chair of Hydrogeology at the Technical University of Munich, Germany, 2025. [PUMA: myown smdi]
Tensor field tomography with attenuation and refraction: adjoint operators for the dynamic case and numerical experiments. 2026. URL
Formal Treatment of Uncertainties in Earth Science Modelling: Merits & Pitfalls of Bayesian Model-Data Integration. 2025. [PUMA: myown smdi]
Making Bayesian Inference and Predictions More Realistic: A Sliding Time-Window Approach. Annual Meeting of the American Geophysical Union, Washington/DC, USA, 2024. [PUMA: myown]
Evaluating the Balance of Physics-Based and Data-Driven Components in Hybrid Hydrological Models Using Information Theory. Annual Meeting of the American Geophysical Union, Washington/DC, USA, 2024. [PUMA: myown smdi]
Training Surrogates with Knowledge and Data: A Bayesian Hybrid Modelling Strategy. General Assembly of the European Geoscience Union, Vienna, 2025. [PUMA: myown]
Evaluating uncertainty in probabilistic deep learning models using Information Theory. General Assembly of the European Geoscience Union, Vienna, 2025. [PUMA: myown]
A variational approach at uncertainty estimation in data-driven rainfall-runoff modeling. Machine Learning: Earth, (under review)2026. [PUMA: myown smdi exc2075]
A variational approach at uncertainty estimation in data-driven rainfall-runoff modeling. Machine Learning: Earth, (under review)2026. [PUMA: PN6 PN6A-4 EXC2075 updated]
When Physics Gets in the Way: An Entropy-based Evaluation of Conceptual Constraints in Hybrid Hydrological Models. Hydrology and Earth System Sciences, (accepted)2026.
Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models. Transactions on Machine Learning Research, (accepted)2026.