Michael P. H. Stumpf

Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems

Tina Toni, David Welch, Natalja Strelkowa et al. · Journal of The Royal Society Interface · 2008 · 1.6K citations · Full text

Bayesian Statistic, Parameter Estimation, Engineering +16

Evolution of pathogenicity and sexual reproduction in eight Candida genomes

Geraldine Butler, Matthew D. Rasmussen, Michael Lin et al. · Nature · 2009 · 1.1K citations · Full text

Estimating the size of the human interactome

Michael P. H. Stumpf, Thomas Thorne, Eric de Silva et al. · Proceedings of the National Academy of Sciences · 2008 · 815 citations · Full text

Engineering, Protein Interaction Networks, Interaction Network +21

Critical Truths About Power Laws

Michael P. H. Stumpf, Mason A. Porter · Science · 2012 · 639 citations

Mechanistic Backing, Law, Legal Philosophy +4

Gene Regulatory Network Inference from Single-Cell Data Using Multivariate Information Measures

Thalia E. Chan, Michael P. H. Stumpf, Ann C. Babtie · Cell Systems · 2017 · 627 citations · Full text