Prof. Dr. Peter Zaspel
Prof. Dr.
Assistant Professor of Computer Science
School of Computer Science & Engineering
Constructor University Bremen gGmbH
Campus Ring 1 | 28759 Bremen | Germany
Tel:
+49 421 200-3051Email:
pzaspel [at] constructor.universityHomepage:
http://www.peter-zaspel.de/Office:
Research I, Room 168Research Interests:
- Machine learning and Big Data
- multi-fidelity machine learning (e.g. by sparse grid combination technique)
- approximate training (low-rank approximation by e.g. hierarchical matrices)
- uncertainty quantification and inference / data assimilation
- basic research wrt. reproducing kernel Hilbert spaces / Gaussian processes
- High Performance Computing
- numerics / algorithms for many-core processors (e.g. GPUs)
- scalable distributed-memory parallel computing in machine learning and scientific computing
- Interdisciplinary applications
- quantum chemistry (data from DFT, Coupled Cluster, etc.)
- fluid mechanics (two-phase flows, plasma physics)
- medical imaging (dynamic contrast-enhanced imaging)