Dr. rer. nat.

Anneli Guthke

Junior Participating Researcher, Postdoc at the Institute for Modelling Hydraulic and Environmental Systems
Institute for Modelling Hydraulic and Environmental Systems

Contact

Pfaffenwaldring 5a
70569 Stuttgart
Deutschland

Subject

  • Hydrosystem modelling
  • stochastic simulation
  • Bayesian methods
  1. Guthke. Defensible model complexity: A call for data-based and goal-oriented model choice. Groundwater 55:5 (2017), pp. 646–650.
  2. Nowak, A. Guthke. Entropy-based experimental design for optimal model discrimination in the geosciences. Entropy 18:11 (2016), p. 409.
  3. Lötgering-Lin, A. Schöniger, W. Nowak, J. Gross. Bayesian model selection helps to choose objectively between thermodynamic models: A demonstration of selecting a viscosity-model based on entropy scaling. Industrial & Engineering Chemistry Research 55:38 (2016), pp. 10191–10207.
  4. Schöniger, W. Illman, T. Wöhling, W. Nowak. Finding the right balance between groundwater model complexity and experimental effort via Bayesian model selection. Journal of Hydrology 531:1 (2015), pp. 96–110.
  5. Schöniger, T. Wöhling, W. Nowak. A statistical concept to assess the uncertainty in Bayesian model weights and its impact on model ranking. Water Resources Research 51:9 (2015), pp. 7524–7546.
  6. Wöhling, A. Schöniger, S. Gayler, W. Nowak. Bayesian model averaging to explore the worth of data for soil-plant model selection and prediction. Water Resources Research 51:4 (2015), pp. 2825–2846.
  7. Schöniger, T. Wöhling, L. Samaniego, W. Nowak. Model selection on solid ground: Rigorous comparison of nine ways to evaluate Bayesian model evidence. Water Resources Research 50:12 (2014), pp. 9484 – 9513.
  8. Schöniger, W. Nowak, H.-J. Hendricks Franssen. Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography. Water Resources Research 48:W04502 (2012), doi:10.1029/2011WR010462.

 

 Bibliography

https://scholar.google.de/citations?user=hVAuPQsAAAAJ&hl=de&oi=ao

Academic Studies and Degrees

2016                PhD (Dr. rer. nat.), Center for Applied Geoscience, University of Tübingen

2012-2015      Doctoral studies in Geosciences, Center for Applied Geoscience, University of Tübingen

2010               Diploma (Dipl.-Ing.) in Environmental Engineering, University of Stuttgart

2004-2010      Studies of Environmental Engineering, University of Stuttgart

 

Professional and Academic Career

Since 2017     Postdoctoral fellow at the Department of Stochastic Simulation and Safety Research for Hydrosystems, University of Stuttgart

2016                Postdoctoral fellow at the Center for Applied Geoscience, University of Tübingen

2012-2015      PhD researcher at the Center for Applied Geoscience, University of Tübingen

Since 2010     Consultant at BoSS Consult GmbH, Stuttgart

2010              Research Assistant at the Department of Stochastic Simulation and Safety Research for Hydrosystems, University of Stuttgart

2008              Research Assistant at the Department of Geoscience, University of Calgary, Alberta, Canada

2016              Dissertation with distinction

2011              Stiftung AQUA study prize

2009-2010      IRTG NUPUS student thesis scholarship

2017                Invited author: Technical commentary in a collection of papers in “Groundwater” on the invitation of Dr. Ty Ferré, the 2016 Darcy Lecturer

2016               Invited speaker: “Model selection workshop” at KU Leuven, Belgium       

Since 2012     Scientific reviewer for various international journals including Water Resources Research, Advances in Water Resources, Journal of Hydrology, Journal of Stochastic Environmental Research and Risk Assessment, Frontiers of Earth Science

 

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