research areas
Overview of Alexander Heinlein's research topics.
Domain Decomposition Methods
Solvers based on decomposition the computational into multiple nonoverlapping or overlapping subdomains.
Scientific Machine Learning
Combination of Scientific Computing and Machine Learning
Cardiovascular Simulations
Computational Fluid Dynamics (CFD), Computational Structural Mechanics (CSM), and Fluid-Structure Interaction (FSI) simulations of blood flow and arterial wall in the cardiovascular system.
Solvers & Coupling Algorithms for Multiphysics Simulations
Development of coupling algorithms as well as linear and nonlinear solvers for multiphyics simulations, such as fluid-structure interaction or thermo-mechanical simulations.
Multiscale Discretizations
Discretization methods which incorporate micro-scale information into a macro-scale discretization.