research areas
Overview of Alexander Heinlein's research topics.
![research thumbnail](/assets/img/metis-dd-overlap1.png)
Domain Decomposition Methods
Solvers based on decomposition the computational into multiple nonoverlapping or overlapping subdomains.
![research thumbnail](/assets/img/sciml.png)
Scientific Machine Learning
Combination of Scientific Computing and Machine Learning
![research thumbnail](/assets/img/wss-bent-artery.png)
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.
![research thumbnail](/assets/img/antarctica.png)
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.
![research thumbnail](/assets/img/metis-msfem-basis-function.png)
Multiscale Discretizations
Discretization methods which incorporate micro-scale information into a macro-scale discretization.