Projekte

DeepSAM: Machine Learning under Symmetries with Applications in Astronomy and Medicine

Viele Wissenschaftsfelder stehen, wenngleich in sehr unterschiedlichen Größenordnungen und Proportionen, vor ähnlichen Herausforderungen. Ein Beispiel ist die sachgerechte automatisierte Verarbeitung …

Dimensionality Reduction

Dimensionality reduction is a topic that permeates many of our interests. An important application for dimensionality reduction is visualisation: „…

Redshift Estimation

We developed a new method to statistically estimate the redshift z based on a similarity approach. This allows to determine …

Galaxy morphology

In the last decades more and more all-sky-surveys created an enormous amount of data which is publicly available on the internet. …

Time series analysis

The project aims to develop methods that can handle time series in unsupervised and supervised scenarios. Time series are often treated …