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Peter Zaspel

Assistant Professor of Computer Science
School of Computer Science & Engineering
 Constructor University Bremen gGmbH
Campus Ring 1 | 28759 Bremen | Germany
Phone number
+49 421 200-3051
Email Address
pzaspel@constructor.university
Office
Research I, Room 168
Website
http://www.peter-zaspel.de/
Research 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)
University Education
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Other Professional Activities
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Work Experience
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