A dynamical low-rank approach to solve the chemical master equation for biological reaction networks

M Prugger, L Einkemmer, CF Lopez - Journal of Computational Physics, 2023 - Elsevier
Solving the chemical master equation is an indispensable tool in understanding the
behavior of biological and chemical systems. In particular, it is increasingly recognized that …

Understanding how cells probe the world: a preliminary step towards modeling cell behavior?

P Bongrand - International Journal of Molecular Sciences, 2023 - mdpi.com
Cell biologists have long aimed at quantitatively modeling cell function. Recently, the
outstanding progress of high-throughput measurement methods and data processing tools …

Maboss for HPC environments: implementations of the continuous time Boolean model simulator for large CPU clusters and GPU accelerators

A Šmelko, M Kratochvíl, E Barillot, V Noël - BMC bioinformatics, 2024 - Springer
Background Computational models in systems biology are becoming more important with
the advancement of experimental techniques to query the mechanistic details responsible …

Automatic partitioning for the low-rank integration of stochastic Boolean reaction networks

L Einkemmer, J Mangott, M Prugger - arXiv preprint arXiv:2501.04157, 2025 - arxiv.org
Boolean reaction networks are an important tool in biochemistry for studying mechanisms in
the biological cell. However, the stochastic formulation of such networks requires the …