Ole Klein

Contact

Interdisciplinary Center for Scientific Computing
Heidelberg University

Room 01.224
Im Neuenheimer Feld 205
D-69120 Heidelberg

Tel: +49 6221 54-14514
Mail: ole.klein at iwr.uni-heidelberg.de

Consultation hour: by appointment

Lectures

Summer 2017: Object-Oriented Programming for Scientific Computing (OOPFSC)

Summer 2015: Object-Oriented Programming for Scientific Computing (OOPFSC)

Summer 2014: Objektorientiertes Programmieren im Wissenschaftlichen Rechnen

Research Interests

  • Geostatistical Inversion and Data Assimilation Techniques
  • Simulation of Flow and Transport in Porous Media
  • Uncertainty Quantification and Visualization
  • Scientific Software Development
  • High Performance Computing

Software

Maintainer of dune-randomfield, an open-source Gaussian random field generator for large-scale applications

Publications

  • O. Klein, O.A. Cirpka, P. Bastian, O. Ippisch: Efficient Geostatistical Inversion of Transient Groundwater Flow using Preconditioned Nonlinear Conjugate Gradients, Advances in Water Resources, volume 102, 161–177, 2017, Elsevier (link)
  • O. Klein: Preconditioned and Randomized Methods for Efficient Bayesian Inversion of Large Data Sets and their Application to Flow and Transport in Porous Media, PhD Thesis, 2016, Heidelberg University (link)
  • J. Mohring, R. Milk, A. Ngo, O. Klein, O. Iliev, M. Ohlberger, P. Bastian: Uncertainty Quantification for Porous Media Flow Using Multilevel Monte Carlo, International Conference on Large-Scale Scientific Computing, 145–152, 2015, Springer (link)
  • O.A. Cirpka, C. Leven, R. Schwede, K. Doro, P. Bastian, O. Ippisch, O. Klein, A. Patzelt: Tomographic Methods in Hydrogeology, GEOTECHNOLOGIEN Science Report No. 21, 157–176, 2014, Springer (link)
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