Fakultäten der Universität Bonn: Suche
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Ai-based, behavior dependent approaches for connectomic reconstruction of neuronal circuits
(2022-03-24)
Characterizing the functional architecture of neuronal circuits that underly complex behavior requires identifying active neuronal ensembles during behavioral expressions of interest. The recent development of light-induced, ...
Foresighted Human-Aware Robot Navigation Based on Predicted Object-Interactions
(2020-11-02)
Since the beginning of the digital revolution robots have become an increasingly important part of modern live. Until recently, this trend was primarily observable in industrial robots, however, with the success of the ...
Phenotyping of wheat resistance to Fusarium head blight using hyperspectral imaging
(2021-02-10)
The integrated management of Fusarium head blight (FHB) on wheat depends on the implementation of agricultural practices, cultivation of resistant varieties, and fungicides application. Reducing yield losses and mycotoxin ......
Machine learning approaches for adaptive optics in microscopy
(2023-05-08)
Microscopic imaging is an essential tool for science. For instruments that operate close to the physically possible diffraction limit, a main remaining challenge are aberrating operating conditions. For microscopy, such ...
Deep Phenotyping of disease resistance based on hyperspectral imaging and data mining methods in high throughput
(2022-12-12)
Hyperspectral imaging for plant phenotyping has become an established research method using the visible to short wave infrared range (400-2500 nm). This allows for the differentiation, identification, and quantification ...
Measuring Excitations of a Strongly Interacting Superfluid Fermi Gas
(2022-11-24)
This thesis investigates experimentally the superfluid phase of strongly interacting ultracold Fermi gases. The diluteness of the considered gases of neutral atoms ensures that their interaction can be described by a single ...
Market expectations, public information and uncertainty resolution in agricultural commodity and equity markets
(2023-12-14)
The Efficient Market Hypothesis (EMH) states that price movements result from changes in market expectations when new information becomes available. This thesis focuses on such revisions of expectations around the releases ...
Using Advanced Machine Learning Techniques to Study Poorly Modeled Processes in pp Collisions with the ATLAS Detector
(2023-07-12)
In high energy particle physics, measurements are made to improve and test our models. Some processes are difficult or impossible to model with current capabilities. For some, this means that one would estimate such processes ...
Challenges related to statistical methods and sensor systems for the daily prediction of health disorders in individual dairy cows
(2023-02-02)
The use of digital support systems has become a standard in dairy farming, and significant effort has been made to detect individual animals that are in need for a treatment by using sensor data. However, developing systems ...
Zur Rolle der Flexionsmorphologie in der automatischen Klassifikation deutschsprachiger Textdokumente
(2022-12-08)
Die Arbeit untersucht den Einfluss der Flexionsmorphologie der deutschen Sprache auf konventionelle und neuronale Verfahren zur automatischen Klassifikation von Texten. In einem ersten Schritt werden in den offenen Wortklassen ...