A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations. - Jonas Nitzler; Jonas Biehler; Niklas Fehn; Phaedon-Stelios Koutsourelakis; Wolfgang A. Wall (CoRR, 2020)

A Multifidelity Function-on-Function Model Applied to an Abdominal Aortic Aneurysm. - Christoph Striegel; Jonas Biehler; Wolfgang A. Wall; Göran Kauermann (Technometrics, 2022)

In silico high-resolution whole lung model to predict the locally delivered dose of inhaled drugs. - Maximilian J. Grill; Jonas Biehler; Karl-Robert Wichmann; David Rudlstorfer; Maximilian Rixner; Marie Brei; Jakob Richter; Joshua Bügel; Nina Pischke; Wolfgang A. Wall; Kei W. Müller (CoRR, 2023)

Bayesian Windkessel calibration using optimized 0D surrogate models. - Jakob Richter; Jonas Nitzler; Luca Pegolotti; Karthik Menon; Jonas Biehler; Wolfgang A. Wall; Daniele E. Schiavazzi; Alison L. Marsden; Martin R. Pfaller (CoRR, 2024)

Weighted high dimensional data reduction of finite element features: an application on high pressure of an abdominal aortic aneurysm. - Christoph Striegel; Jonas Biehler; Göran Kauermann (Comput. Stat., 2024)