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Vergleich von monatlich gemittelten Niederschlägen aus GPCP Messungen und ECHAM5 Simulationen
(2006)Bachelor Thesis -
Durchführung idealisierter Simulationen im regionalen Klimamodell CHRM mit einem Wasserdampftracer
(2005)Bachelor Thesis -
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Evaluation of Adversarial Attack Methods on Neural Networks
(2019)Although deep neural networks have proven to be successful across a large variety of machine learning tasks, recent work has demonstrated that they are at the same time vulnerable to so-called adversarial examples: inputs that are almost indistinguishable from natural data but misclassified by the network. In the case of image classifiers, such adversarial examples have traditionally been constructed by perturbing the original images, but ...Bachelor Thesis -
Rust programming language in the high-performance computing environment
(2020)Fortran and C++ have traditionally been the languages of choice for high-performance computing (HPC) applications. However, they are both over 35 years old, and do not offer much in terms of user-friendliness or memory safety. Rust is an emergent new systems language, aiming to be performant while offering such safety and usability, as well as bundling tools that a modern developer needs. We compare multiple implementations of a finite ...Bachelor Thesis -
CppBuild: Large-Scale, Automatic Build System for Open Source C++ Repositories
(2021)Bachelor Thesis -
Extending MLIR to support SDFGs
(2021)At present, the optimization of code boils down to minimizing the movement of data. DaCe achieves this by creating an intermediate representation and applying different optimizations to it. However, DaCe is currently only available for source code written in Python. Here we show that using DaCe to optimize intermediate representations results in significant performance gains. We found that the Multi- Level Intermediate Representation ...Bachelor Thesis