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.
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.
Eszter Lakatos, M. STUMPF. Control mechanisms for stochastic biochemical systems via computation of reachable sets.. Royal Society open science, 4, 160790, 2017. doi: 10.1098/rsos.160790.