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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 ...
Developmental programming of adipose tissue by maternal obesity
(2024-03-25)
Tissue-resident macrophages are an integral part of the innate immune system, but their biology is not well understood in the context of metabolic diseases. Distinctive Resident macrophage populations are identified in ...
Generative Adversarial Networks for Semantic Image Synthesis and Unconditional Synthesis with Limited Data
(2024-02-15)
Generative modeling of images is an important task aimed at synthesizing new images that are indistinguishable from real samples. The ability to generate diverse, realistic- looking images holds numerous applications, ...
Various Phenomenological Aspects of the R-parity Violating MSSM
(2024-02-05)
The Standard Model (SM) faces both theoretical and experimental challenges that indicate the existence of physics beyond its current framework. Among the proposed extensions, supersymmetry (SUSY) emerges as a promising ...