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The Signature Transform in Numerics and Machine Learning
(2024-04-23)
In this work we study the signature transform from the viewpoint of applied and numerical mathematics.
The theoretical background is established in the first part, where the signature is defined as a map going from ......
The theoretical background is established in the first part, where the signature is defined as a map going from ......
Erweiterung der genetischen Werkzeuge für das Darmbakterium Phocaeicola vulgatus zur Untersuchung des Katabolismus und des Phenolsäure-Stoffwechsels
(2024-02-26)
Die vorliegende Arbeit befasst sich mit der Erweiterung der genetischen Zugänglichkeit des relevanten Darmbakteriums Phocaeicola (P.) vulgatus mit dem Ziel, eine reproduzierbare und zuverlässige Methode zur markerlosen ......
Towards enabling precision medicine in Alzheimer's disease and Parkinson's disease
(2024-03-21)
Alzheimer's disease and Parkinson's disease are prominent progressive neurodegenerative diseases, with a significant clinical and economic impact on patients, their families, and society as a whole. Despite numerous clinical ...
Unitary fermionic topological field theory
(2024-02-29)
Atiyah's axioms are one way to define rigorously what is a topological quantum field theory. He defined it as a symmetric monoidal functor from a bordism category to the category of vector spaces. To include fermions in ...
On the Usability of Coverage-Based Fuzzing of C/C++ Programs
(2024-02-15)
Even though the foundations for fuzzing were laid more than 30 years ago, it did not play a role in industry or academia for a long time. Interestingly, the popularity of fuzzing has risen for top-tier companies and academia ...
Neural Network-based Signal Isolation and Cross Section Estimation of the tH Process with the ATLAS Detector
(2024-02-29)
A measurement of the single top quark production in association with a Higgs boson (tH) gives insight into the properties of not only the top quark but also the Higgs boson. The associated production is sensitive to the ...
Deep Dynamic Language Models
(2024-03-15)
This thesis investigates the domain of deep dynamic language models, focusing on the integration of temporal dynamics to enhance language modeling and its application in various tasks, such as text generation, recommendation ...
Novel Methods for Chiral Molecules in the Gas Phase and Neoteric Solvents
(2024-03-19)
This thesis focuses on the development and application of computational methods for the calculation of infrared (IR) and vibrational circular dichroism (VCD) spectra in the gas and liquid phase, with special emphasis on ...
Optimal Numerical Basis Functions in the Partition of Unity Method
(2024-04-08)
Partial differential equations (PDE) arise from the modeling of a wide range of physical problems and knowing how to solve them is of large interest in many industrial undertakings. One numerical method to solve PDE is the ...
Paleobiology and taphonomy of fishes from the Late Cretaceous marine ecosystems of northeastern Mexico
(2024-03-07)
The platy limestone deposit of Vallecillo in the northeastern Mexican state of Nuevo León is well known for its exceptionally well preserved faunal assemblage of vertebrate in addition to invertebrate fossils of Late ...