Research Interests

  • Systems Biology

Research Groups

Recent Publications

  • Leander Dony, Fei He, M. STUMPF. Parametric and non-parametric gradient matching for network inference: a comparison.. BMC bioinformatics, 20, 52, 2019. doi: 10.1186/s12859-018-2590-7.

  • Elisabeth Roesch, M. STUMPF. Parameter inference in dynamical systems with co-dimension 1 bifurcations. Royal Society Open Science, 6, 190747 (13pp), 2019. doi: 10.1098/rsos.190747.

  • Rowan D Brackston, Eszter Lakatos, M. STUMPF. Transition state characteristics during cell differentiation.. PLoS computational biology, 14, e1006405, 2018. doi: 10.1371/journal.pcbi.1006405.

  • T Jetka, K Nienałtowski, S Filippi, M. STUMPF, M Komorowski. An information-theoretic framework for deciphering pleiotropic and noisy biochemical signaling.. Nature communications, 9, 4591, 2018. doi: 10.1038/s41467-018-07085-1.

  • Ann C Babtie, M. STUMPF. How to deal with parameters for whole-cell modelling.. Journal of the Royal Society Interface, 14, 20170237, 2017. doi: 10.1098/rsif.2017.0237.

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Current Postgraduate Supervision

Name Thesis title
Elisabeth ROESCH