FitMultiCell: simulating and parameterizing computational models of multi-scale and multi-cellular processes

E Alamoudi, Y Schälte, R Müller, J Starruß… - …, 2023 - academic.oup.com
Motivation Biological tissues are dynamic and highly organized. Multi-scale models are
helpful tools to analyse and understand the processes determining tissue dynamics. These …

[HTML][HTML] Parallelization and high-performance computing enables automated statistical inference of multi-scale models

N Jagiella, D Rickert, FJ Theis, J Hasenauer - Cell systems, 2017 - cell.com
Mechanistic understanding of multi-scale biological processes, such as cell proliferation in a
changing biological tissue, is readily facilitated by computational models. While tools exist to …

[HTML][HTML] Multiscale modeling in systems biology: methods and perspectives

A Coulier - 2021 - diva-portal.org
In the last decades, mathematical and computational models have become ubiquitous to the
field of systems biology. Specifically, the multiscale nature of biological processes makes the …

Multiscale models of cell signaling

SS Bajikar, KA Janes - Annals of biomedical engineering, 2012 - Springer
Computational models of signal transduction face challenges of scale below the resolution
of a single cell. Here, we organize these challenges around three key interfaces for …

Benchmark problems for dynamic modeling of intracellular processes

H Hass, C Loos, E Raimundez-Alvarez, J Timmer… - …, 2019 - academic.oup.com
Motivation Dynamic models are used in systems biology to study and understand cellular
processes like gene regulation or signal transduction. Frequently, ordinary differential …

Data-driven modelling of biological multi-scale processes

J Hasenauer, N Jagiella, S Hross… - Journal of Coupled …, 2015 - ingentaconnect.com
Biological processes involve a variety of spatial and temporal scales. A holistic
understanding of many biological processes therefore requires multi-scale models which …

[图书][B] Computational Methods in Systems Biology

O Roux, J Bourdon - 2015 - Springer
This volume contains the articles presented at CMSB 2015. The 13th International
Conference on Computational Methods in Systems Biology (CMSB) was held during …

Morpheus: a user-friendly modeling environment for multiscale and multicellular systems biology

J Starruß, W De Back, L Brusch, A Deutsch - Bioinformatics, 2014 - academic.oup.com
Morpheus is a modeling environment for the simulation and integration of cell-based models
with ordinary differential equations and reaction-diffusion systems. It allows rapid …

Multiscale biosystems integration: coupling intracellular network analysis with tissue-patterning simulations

SM Peirce, TC Skalak, JA Papin - IBM journal of research and …, 2006 - ieeexplore.ieee.org
In order to achieve a comprehensive understanding of complex biological systems,
researchers must develop new techniques that incorporate key features of the system across …

Tuneable resolution as a systems biology approach for multi‐scale, multi‐compartment computational models

DE Kirschner, CA Hunt, S Marino… - … Systems Biology and …, 2014 - Wiley Online Library
The use of multi‐scale mathematical and computational models to study complex biological
processes is becoming increasingly productive. Multi‐scale models span a range of spatial …