Research interests

Stochasticity in biochemical reaction networks

Bayesian inference for stochastic chemical kinetics

Inference for stochastic reactiondiffusion processes
Preprints

B. Cseke, D. Schnoerr, M. Opper, G. Sanguinetti
Expectation propagation for diffusion processes by moment closure approximations.
[arxiv:1512.06098]
Publications

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]
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
Talks
 ``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.
 ``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.
 ``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.
Teaching

Tutorial on Mathematics and Physics for Biologists (2015)

Tutorial on Mathematics and Physics for Biologists (2014)

Tutorial on Mathematics and Physics for Biologists (2014)

Tutorial on Mathematics for Natural Scientists (2012)

Tutorial on Mathematics for Natural Scientists (2012)

Tutorial on Theoretical Physics II (2010/11)

Tutorial on Theoretical Physics I (2008/09)
Other interests

Taiji

Yoga

Rock climbing

Guitar
