Author

M. Ostaszewski

2 papers indexed here

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Preprint Sep 2026

Making Models That Matter: How to Build Trustworthy and Useful Systems Biology Models

Computational models supporting mechanistic understanding of (complex) biological systems, systems behaviour prediction, and experimental design are becoming more and more embedded in research on complex biological systems. Reuse and refinement of models, rather than continuous reinvention, is becoming increasingly imp...

John M. Hancock, Mihail Anton, Frank T. Bergmann et al. · 0 citations

Review Open access Sep 2026

From prior knowledge to data-informed models: a review of Boolean network inference

Abstract Molecular mechanisms are highly complex and involve numerous components in non-linear interactions, imposing challenges in analysis and understanding. Networks provide intuitive representations of these systems, enabling visualisation of experimental data and the aggregation of prior knowledge. However, static...

Pierre Klemmer, A. Hemedan, R. Schneider et al. · Briefings in Bioinformatics · 0 citations