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Prof. Dr. Christiane Fuchs

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Prof. Dr. Christiane Fuchs

Room V9 - 132
Phone +49 521 106-2576
Email christiane.fuchs@uni-bielefeld.de

Office

Angelika Gerent

Room V9 - 138
Phone +49 521 106-6930
Email agerent@uni-bielefeld.de

Jobs

If you are interested in a position as postdoctoral researcher, doctoral student or student assistant, please contact us!

Prof. Dr. Christiane Fuchs

source: HMGU

Professor of Data Science

Room V9 - 132
Phone +49 521 106-2576
Email christiane.fuchs@uni-bielefeld.de

 

I am a professor of data science at the Faculty of Business Administration and Economics at Bielefeld University. As part of a cooperation with the Helmholtz Zentrum München, I also lead the Biostatistics group at the Institute of Computational Biology and the Core Facility Statistical Consulting.

Research projects and funding at Bielefeld University are described on the pages of the Data Science Group. For information about my activities in Munich, please visit my webpage at the Helmholtz Zentrum München.

Research Interests

  • Stochastic modelling and statistical inference of dynamic processes in genetics and molecular biology, in particular diffusion processes / stochastic differential equations
  • Uncertainty quantification
  • Analysis of single-cell regulatory heterogeneities (StochasticProfiling Project; see also Research Features article)
  • Integration of genomic, transcriptomic and clinical/environmental data
  • Computer-intensive methods and Bayesian statistics

Book

source: Springer

C. Fuchs (2013): Inference for Diffusion Processes with Applications in Life Sciences. Springer, Heidelberg.

Articles

My ORCID: 0000-0003-3565-8315

Theses

  • C. Dargatz (2010): Bayesian Inference for Diffusion Processes with Applications in Life Sciences. Ph.D. Thesis, Ludwig-Maximilians-Universität Munich.
  • C. Dargatz (2004): Probabilistic Analysis of the Profile of Binary and Digital Search Trees. Diploma Thesis (continuation of M.Sc. Thesis), University of Hanover.
  • C. Dargatz (2003): Probabilistic Analysis of the Profile of Binary and Digital Search Trees. M.Sc. Thesis, Brunel University West London.

Current Teaching

Summer 2022

Earlier Teaching

Please visit my page at Helmholtz Zentrum München.

Curriculum vitae

since 01/2018 Professor of Data Science at the Faculty of Business Administration and Economics, Bielefeld University, Germany
since 01/2016 Group Leader of the Biostatistics research group at the Institute of Computational Biology, Helmholtz Zentrum Munich, Germany
10/2016 - 03/2017 Interim W3 professor for Applied Stochastics at the Department of Statistics, Ludwig-Maximilians-Universität Munich, Germany
05/2013 - 12/2015 Team Leader of the Biostatistics research team at the Institute of Computational Biology, Helmholtz Zentrum Munich, Germany
since 09/2011 Guest Lecturer at the Faculty of Mathematics, Technical University Munich, Germany
01/2011 - 04/2013 Research Fellow (Postdoc) at the Computational Modeling in Biology group, Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum Munich, Germany
11/2010 - 12/2010 Research Fellow (Postdoc) at the Department of Statistics, University of Warwick, UK
03/2005 - 10/2010 Research Assistant (Ph.D. student) at the Collaborative Research Unit and the Chair of Statistics, Department of Statistics, Ludwig-Maximilians-Universität Munich, Germany
01/2007 - 03/2007 Visiting Ph.D. student at the Department of Mathematics and Statistics, Lancaster University, UK
10/1999 - 01/2005 German Diploma (eq. M.Sc.) in Mathematics (major) and Computer Science (minor), University of Hanover, Germany
09/2002 - 09/2003 Master of Science in Computational Mathematics with Modelling, Brunel University West London, UK
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