research projects

Collection of research projects Alexander Heinlein is contributing to (current projects) or has contributed to (archive).

active

FSCI

DFG SPP 2311 -- Project "Modeling and simulation of pharmaco-mechanical FSI for an enhanced treatment of cardiovascular diseases"

FASTMath

Applied mathematics algorithms, tools, and software for HPC applications

MPAS-Albany Land Ice (MALI)

A Variable-Resolution Ice Sheet Model for Earth System Modeling Using Voronoi Grids

4TU-AMI SRI

Bridging Numerical Analysis and Machine Learning

LDRD

Graph Neural Networks-based Coarse Spaces for Scalable Robust Multilevel Schwarz Domain Decomposition Preconditioners

Nederlandse Brandwonden Stichting

Using Machine Learning to Speed Up Finite Element Simulations for Wound Care

archive

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CoDELartere

Domain-Decomposition-Based Fluid Structure Interaction Algorithms for Highly Nonlinear and Anisotropic Elastic Arterial Wall Models in 3D

HDS-LEE

Predicting the flow in patient-specific aneurysm geometries using convolutional neural networks (doctoral project within the Helmholtz School for Data Science in Life, Earth and Energy)
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EXASTEEL

Bridging Scales for Multiphase Steels