research areas

Overview of Alexander Heinlein's research topics.

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Domain Decomposition Methods

Solvers based on decomposition the computational into multiple nonoverlapping or overlapping subdomains.

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Scientific Machine Learning

Combination of Scientific Computing and Machine Learning

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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.

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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.

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Multiscale Discretizations

Discretization methods which incorporate micro-scale information into a macro-scale discretization.