List of Publications

 

Peer-reviewed articles

 

Berner, N., Trauth, M.H. & Holschneider, M. (in prep.). Bayesian inference about Plio-Pleistocene climate transitions in Africa

 

Berner, N., Utschick, M., Gänssmantel, G. & Röwekamp, M. (2017). Systematic Integration of Hydrological Hazards by Automatically Extending PSA Models. Safety and Reliability - Theory and Applications. Cepin, M. and Bris, R. (Eds). Proceedings of the 27th European Safety and Reliability Conference 2017. Portoroz, Slovenia

 

Berner, N. & Scheuer, J. (2016). MCDET analysis: From input specification of uncertainties to the probabilistic evaluation of critical variables of dynamic systems. Risk, Reliability and Safety: Innovation Theory and Practice. Walls, Revie and Bedford (Eds). Proceedings of the 26th European Safety and Reliability Conference 2016. Glasgow

 

Berner, N. & Herb, J. (2016). Generic framework for the automated integration of impacts from hazards in PSA models. Risk, Reliability and Safety: Innovation Theory and Practice. Walls, Revie and Bedford (Eds). Proceedings of the 26th European Safety and Reliability Conference 2016. Glasgow

 

Schütz, N. & Holschneider, M. (2011). Detection of trend changes in time series using Bayesian inference. Physical Review E. 84. 021120. doi: 10.1103/PhysRevE.84.021120

PhD thesis

 

Berner, N. (2016). Deciphering multiple changes in complex climate time series using Bayesian inference. PhD thesis. University of Potsdam [thesis]

Book contribution

 

Kloos, M., Berner, N., Peschke, J. & Scheuer, J. (2018). MCDET: A Tool for Integrated Deterministic Probabilistic Safety Analyses. chapter in Aldemir, T. (Ed.) Advanced Concepts in Nuclear Energy Risk Assessment and Management, Modern Nuclear Energy Analysis Methods, Vol. 1, World Scientific Publishing

Technical report

 

Pointner, W., Berner, N., Kloos, M. & Wenzel, S. (2018). Statistische LOCA Analysen. GRS report No. 519. ISBN 978-3-947685-04-2 [report]

 

Kloos, M. & Berner, N. (2017). Weiterentwicklung des Analysewerkzeugs SUSA für Unsicherheits- und Sensitivitätsanalysen. GRS report No. 468. ISBN 978-3-946607-51-9  [report incl. English abstract]

 

Berner, N. & Herb, J. (2017). Weiterentwicklung der Methodik zur automatisierten Integration übergreifender Einwirkungen in PSA-Modelle der Stufe 1. GRS report No. 454. ISBN 978-3-946607-36-6 [report incl. English abstract]

Conference/workshop contributions

 

Berner, N., Kloos, M., Peschke, J. & Scheuer, J. (2017) Probabilistic investigation of complex dynamic systems in the presence of stochastic events (talk). Workshop on Stochastic Models, Statistics and Their Applications. Humboldt University Berlin. 2017. Berlin, Germany

 

Berner, N., Trauth, M.H., Holschneider, M. & Scheuer, J. (2016) Probabilistic investigation of transition events: Bayesian analysis of observations & MC-based analysis of dynamic systems (poster). The Past Earth Network - Environmental Section of the Royal Statistical Society Workshop. 2016. Cambridge, U.K
 

Berner, N., Trauth, M.H. & Holschneider, M. (2016). Unraveling multiple changes in complex climate time series using Bayesian inference (talk). European Geoscience Union (EGU) 2016. Vienna, Austria

 

Berner, N., Trauth, M.H. & Holschneider, M. (2014) Deciphering transitions in climate time series using Bayesian inference (talk). Frühjahrstagung der Deutschen Physikalischen Gesellschaft 2014. Berlin, Germany

 

Schütz, N., Makarava, N. & Holschneider, M. (2012). Deciphering scale-dependencies and trend changes in hydrological time series using Bayesian inversion (talk). European Geoscience Union (EGU) 2012. Vienna, Austria

 

Schütz, N., Hayn, M., Brown, M.C. & Holschneider, M. (2012). Quantifying conjoint patterns of multiple paleo signals based on Bayesian inversion (poster). European Geoscience Union (EGU) 2012. Vienna, Austria

 

Schütz, N., Trauth, M.H. & Holschneider, M. (2011). Deciphering trend changes in climate proxies using Bayesian inference (poster). American Geoscience Union (AGU) 2011. San Francisco, California
 

Makarava, N., Schütz, N. & Holschneider, M. (2011). Bayesian algorithm to quantify scale-dependencies in climatic time series (poster). American Geoscience Union (AGU) 2011. San Francisco, California

 

Schütz, N., Trauth, M.H. & Holschneider, M. (2010). Detection of trend changes in the Plio-Pleistocene climate of Northern Africa using linear mixed modeling (talk). European Geoscience Union (EGU) 2011. Vienna, Austria

 

Schütz, N., Trauth, M.H. & Holschneider, M. (2010). Detection of change points in palaeoclimate time series using Bayesian inference on linear mixed models (poster). EXTREMES 2010: International Workshop in Recent Achievements on the Study of Extreme Events. Potsdam, Germany

 

Schütz, N., Trauth, M.H. & Holschneider, M. (2010). Analysis of trend changes in Northern African palaeo-climate by using Bayesian inference (talk). European Geoscience Union (EGU) 2010. Vienna, Austria