Research interests

Stochastic processes in biochemical reaction networks

Noiseinduced phenomena

Stochastic reactiondiffusion processes

Pattern formation

Statistical inference
Publications

D. Schnoerr, B. Cseke, G. Sanguinetti, and R. Grima
Approximating firstpassage time distributions via sequential Bayesian computation.
[arXiv:1706.00348]

D. Schnoerr, G. Sanguinetti, and R. Grima
Approximation and inference methods for stochastic biochemical kinetics  a tutorial review.
Journal of Physics A: Mathematical and Theoretical, 50.9, 093001 (2017).
[arxiv:1608.06582]

*B. Cseke, *D. Schnoerr, M. Opper, G. Sanguinetti
Expectation propagation for diffusion processes by moment closure approximations.
Journal of Physics A: Mathematical and Theoretical 49.49, 494002 (2016).
[arxiv:1512.06098]

D. Schnoerr, R. Grima, G. Sanguinetti
Cox process representation and inference for stochastic reactiondiffusion processes
Nature Communications 7, 11729 (2016).
[arxiv:1601.01972]

D. Schnoerr, G. Sanguinetti, R. Grima
Comparison of different momentclosure approximations for stochastic chemical kinetics
The Journal of Chemical Physics 143, 185101 (2015).
[arxiv:1508.01737]

D. Schnoerr, G. Sanguinetti, R. Grima
Validity conditions for moment closure approximations in stochastic chemical kinetics
The Journal of Chemical Physics 141, 084103 (2014).
[arxiv:1407.8316]

D. Schnoerr, G. Sanguinetti, R. Grima
The complex chemical Langevin equation
The Journal of Chemical Physics 141, 024103 (2014).
[arXiv:1406.2502]

D. Schnoerr, I. Boettcher, J. M. Pawlowski, C. Wetterich
Error estimates and specification parameters for functional renormalization
Annals of Physics 334, 8399 (2013).
[arXiv:1301.4169]
* B. Cseke, D. Schnoerr contributed equally
Awards
June 2006 
FerryPorscheAward for Mathematics and Physics
Book Award of the Deutsche Physikalische Gesellschaft (DPG) 
2009  2012 
Scholar of the Studienstiftung des Deutschen Volkes (German National Academic Foundation) 
2013  2016 
Scholar of the Biotechnology and Biological Sciences Research Council 
Reviewer for

The Journal of Chemical Physics

PLOS One

Journal of Statistical Mechanics: Theory and Experiment
Talks
 (invited) ``Using ideas form statistics for analysing (spatiotemporal) stochastic processes',
Biophysics and Soft Matter Seminar, June 12, 2017, Simon Fraser University, Canada.
 (invited) ``Using ideas form statistics for analysing (spatiotemporal) stochastic processes',
Industrial and Applied Mathematics Seminar, April 27, 2017, University of Oxford, UK.
 (invited) ``Cox process representation and inference for stochastic reactiondiffusion processes'',
Biomathematical Seminar, November 4, 2016, Imperial College London, UK.
 ``Cox process representation and inference for stochastic reactiondiffusion processes'',
10th European Conference on Mathematical & Theoretical Biology and SMB Annual Meeting, July 15,
2016, Nottingham, UK.
 (invited) ``Cox process representation and inference for stochastic reactiondiffusion processes''
,
Stochastic Dynamical Systems in Biology: Numerical Methods and Applications, June 8, 2016,
Newton Institute, University of Cambridge, UK.
 ``Breakdown of the chemical Langevin equation and moment closure approximations
for stochastic chemical kinetics'', Mathematical Trends in Reaction Network Theory, July 2, 2015, University of Copenhagen, Denmark.
Teaching

Tutorial on Mathematics and Physics for Biologists (2015)

Tutorial I on Mathematics and Physics for Biologists (2014)

Tutorial II on Mathematics and Physics for Biologists (2014)

Tutorial I on Mathematics for Natural Scientists (2012)

Tutorial II on Mathematics for Natural Scientists (2012)

Tutorial on Theoretical Physics II (2010/11)

Tutorial on Theoretical Physics I (2008/09)
