E-Dissertationen: Suche
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Phenanthracene Nanotubes for Template-designed Organic Electronics
(2024-06-19)
The overall increasing energy consumption worldwide demands for new fundamental research that can contribute to mitigate its negative ecological effects. One such valuable field of research is the area of organic electronics. ...
Higgs Mode and Critical Temperature in the BCS-BEC Crossover
(2024-06-19)
For this thesis, analogue quantum simulations of the BCS-BEC crossover have been performed. To this end, an ultracold gas of fermionic 6Li atoms was prepared in an optical dipole trap. The gas is in a balanced ...
Deep Representation Learning for Analyzing Financial and Cybersecurity Data
(2024-06-19)
Recent years have shown a surge in the capability of deep learning models for various domains of interest and different types of data. Machine learning models are now capable of understanding, categorizing and generating ...
Establishing blood-based classifiers for decentralized and privacy-preserving disease prediction
(2024-04-08)
Big data is increasingly being generated across all sectors of medicine and high-dimensional omics data have been shown to be a powerful data space for AI applications that can assist in primary and differential diagnostics, ...
Holistic Video Understanding: Spatio-Temporal Modeling and Efficiency
(2024-05-21)
Video understanding, a specialized area within computer vision, focuses on classifying human actions in video clips. The field has seen remarkable advancements, particularly with the introduction of 3D convolutional neural ...
Using real-time observations and land surface modelling for improved irrigation and water resources management in Mediterranean climate
(2024-05-21)
Irrigated agriculture is essential to sustain crop production and livelihoods of the rural population in semi-arid and arid regions such as the Mediterranean. Meanwhile, unsustainable irrigation practices, population growth, ...
High-resolution and Large Field Microscopy of Expanded Mouse Brain Sections and Human Brain Organoids
(2024-04-08)
Connectome analysis, the comprehensive mapping of neural connections within an organism nervous system has long been a formidable challenge in neuroscience. Traditional methods often fall short in providing a holistic view ...
Uncertainty Reduction in Diffusion Magnetic Resonance Imaging Tractography
(2024-04-04)
Diffusion Magnetic Resonance Imaging (dMRI) is currently the only non-invasive method capable of mapping the geometry and microstructure of major white matter tracts in vivo. This technique measures the movement of water ...
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 ......
Novel lipoate-binding proteins and their role in sulfur oxidation
(2024-04-29)
The global sulfur cycle is a highly complex network of interconnected processes that involve the conversion of organic and inorganic sulfur compounds across multiple redox states. Driven by prokaryotes through the oxidation, ......