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 …
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 …
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 …
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 …
of a single cell. Here, we organize these challenges around three key interfaces for …
Benchmark problems for dynamic modeling of intracellular processes
Motivation Dynamic models are used in systems biology to study and understand cellular
processes like gene regulation or signal transduction. Frequently, ordinary differential …
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 …
understanding of many biological processes therefore requires multi-scale models which …
Morpheus: a user-friendly modeling environment for multiscale and multicellular systems biology
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 …
with ordinary differential equations and reaction-diffusion systems. It allows rapid …
Multiscale biosystems integration: coupling intracellular network analysis with tissue-patterning simulations
In order to achieve a comprehensive understanding of complex biological systems,
researchers must develop new techniques that incorporate key features of the system across …
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
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 …
processes is becoming increasingly productive. Multi‐scale models span a range of spatial …