PyCoTools: a Python toolbox for COPASI

CM Welsh, N Fullard, CJ Proctor… - …, 2018 - academic.oup.com
Motivation COPASI is an open source software package for constructing, simulating and
analyzing dynamic models of biochemical networks. COPASI is primarily intended to be …

Microbench: automated metadata management for systems biology benchmarking and reproducibility in Python

ALR Lubbock, CF Lopez - Bioinformatics, 2022 - academic.oup.com
Motivation Computational systems biology analyses typically make use of multiple software
and their dependencies, which are often run across heterogeneous compute environments …

A Practical Guide to Reproducible Modeling for Biochemical Networks

VL Porubsky, HM Sauro - Computational Modeling of Signaling Networks, 2023 - Springer
While scientific disciplines revere reproducibility, many studies–experimental and
computational alike–fall short of this ideal and cannot be reproduced or even repeated when …

Robust approaches to generating reliable predictive models in systems biology

K Choi - Systems Biology, 2018 - Springer
A computational technique is described to reduce the model search space and construct an
ensemble of models for systems biology using perturbation data. While doing so, an …

Agent-based modelling to delineate spatiotemporal control mechanisms of the stem cell niche

R Mines, KY Chen, X Shen - … Stem Cell Biology: Methods and Protocols, 2019 - Springer
Agent-based modelling (ABM) offers a framework to realistically couple subcellular signaling
pathways to cellular behavior and macroscopic tissue organization. However, these models …