M.Sc. Alexander Kumpf


Picture of Alexander Kumpf

Technical University of Munich

Informatics 15 - Chair of Computer Graphics and Visualization (Prof. Westermann)

Postal address

Postal:
Boltzmannstr. 3
85748 Garching b. München

Place of employment

Informatics 15 - Chair of Computer Graphics and Visualization (Prof. Westermann)

Work:
Boltzmannstr. 3(5613)/II
85748 Garching b. München

Publications

Visualizing Confidence in Cluster-based Ensemble Weather Forecast Analyses
Alexander Kumpf, Bianca Tost, Marlene Baumgart, Michael Riemer, Rüdiger Westermann, and Marc Rautenhaus
IEEE Transactions on Visualization and Computer Graphics 2018 (IEEE VIS 2017)

Visual Analysis of the Temporal Evolution of Ensemble Forecast Sensitivities
Alexander Kumpf, Marc Rautenhaus, Michael Riemer, and Rüdiger Westermann
IEEE Transactions on Visualization and Computer Graphics 2019 (to appear)

Bachelor and Master Thesis Topics

- Data analytics on a 3D, multimodal, time-dependent ensemble cloud-dataset

- Analysis of correlation structures in 3D over time/ensembles

- Comparison of super-resolution neural networks on very sparse grids to classical methods (e.g., radial basis functions)

If you are interested in one of the above topics or topics related to meteorological data analysis/visualization, please contact me.