[HTML][HTML] PEtab—Interoperable specification of parameter estimation problems in systems biology

L Schmiester, Y Schälte, FT Bergmann… - PLoS computational …, 2021 - journals.plos.org
Reproducibility and reusability of the results of data-based modeling studies are essential.
Yet, there has been—so far—no broadly supported format for the specification of parameter …

[HTML][HTML] MASSpy: Building, simulating, and visualizing dynamic biological models in Python using mass action kinetics

ZB Haiman, DC Zielinski, Y Koike… - PLoS computational …, 2021 - journals.plos.org
Mathematical models of metabolic networks utilize simulation to study system-level
mechanisms and functions. Various approaches have been used to model the steady state …

[HTML][HTML] Relating simulation studies by provenance—Developing a family of Wnt signaling models

K Budde, J Smith, P Wilsdorf, F Haack… - PLOS Computational …, 2021 - journals.plos.org
For many biological systems, a variety of simulation models exist. A new simulation model is
rarely developed from scratch, but rather revises and extends an existing one. A key …

[HTML][HTML] Programmatic modeling for biological systems

ALR Lubbock, CF Lopez - Current opinion in systems biology, 2021 - Elsevier
Computational modeling has become an established technique to encode mathematical
representations of cellular processes and gain mechanistic insights that drive testable …

[HTML][HTML] A plausible identifiable model of the canonical NF-κB signaling pathway

J Jaruszewicz-Błońska, I Kosiuk, W Prus, T Lipniacki - PLoS One, 2023 - journals.plos.org
An overwhelming majority of mathematical models of regulatory pathways, including the
intensively studied NF-κ B pathway, remains non-identifiable, meaning that their parameters …

[HTML][HTML] Reusable rule-based cell cycle model explains compartment-resolved dynamics of 16 observables in RPE-1 cells

PF Lang, DR Penas, JR Banga, D Weindl… - PLoS computational …, 2024 - journals.plos.org
The mammalian cell cycle is regulated by a well-studied but complex biochemical reaction
system. Computational models provide a particularly systematic and systemic description of …

[PDF][PDF] MASSpy: Building, simulating, and visualizing dynamic biological models in Python using mass action kinetics

DC Zielinski, Y Koike - 2021 - scholar.archive.org
Mathematical models of metabolic networks utilize simulation to study system-level
mechanisms and functions. Various approaches have been used to model the steady state …