activity
20202025
most citedA Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations

4 citations · 6 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

physics.med-ph2024

Patient-specific prediction of regional lung mechanics in ARDS patients with physics-based models: a validation study

Maximilian Rixner, Maximilian Ludwig, Matthias Lindner +9

The choice of lung protective ventilation settings for mechanical ventilation has a considerable impact on patient outcome, yet identifying optimal ventilatory settings for individ…

cs.CE2024★ 2 cited

Bayesian Windkessel calibration using optimized 0D surrogate models

Jakob Richter, Jonas Nitzler, Luca Pegolotti +6

Boundary condition (BC) calibration to assimilate clinical measurements is an essential step in any subject-specific simulation of cardiovascular fluid dynamics. Bayesian calibrati…