2 papers
math.NA2023
Medical Image Registration using optimal control of a linear hyperbolic transport equation with a DG discretization
Bastian Zapf, Johannes Haubner, Lukas Baumgärtner +1
Patient specific brain mesh generation from MRI can be a time consuming task and require manual corrections, e.g., for meshing the ventricular system or defining subdomains. To add…
math.OC2022
Investigating molecular transport in the human brain from MRI with physics-informed neural networks
Bastian Zapf, Johannes Haubner, Miroslav Kuchta +3
In recent years, a plethora of methods combining deep neural networks and partial differential equations have been developed. A widely known and popular example are physics-informe…