adaptivemomentclosure
Parameter identification for chemical reaction networks using adaptive moment closure
Science Score: 44.0%
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Low similarity (8.2%) to scientific vocabulary
Repository
Parameter identification for chemical reaction networks using adaptive moment closure
Basic Info
- Host: GitHub
- Owner: schillic
- Language: MATLAB
- Default Branch: master
- Size: 209 KB
Statistics
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
This is a tool for the identification of unknown rate parameters of chemical reaction networks.
The approach was presented in the article Adaptive moment closure for parameter inference of biochemical reaction networks in BioSystems, 2016. See below for how to cite this work.
Installation
You need to have Matlab.
We use the following libraries: - StochDynTools - SUNDIALS (which provides CVODE, an optional but much faster solver of ordinary differential equations)
We deploy the libraries, but it may be necessary to install them anyway.
Run
Initialization
Open Matlab.
Run init at the beginning of each session.
Running a model or benchmarks
There are some model scripts in the folder examples/.
Just run them with runX, where X is the model/folder name.
There are also some benchmark scripts in the folder functions/benchmarks/.
Citation
bibtex
@article{SchillingBHPR16,
author = {Christian Schilling and
Sergiy Bogomolov and
Thomas A. Henzinger and
Andreas Podelski and
Jakob Ruess},
title = {Adaptive moment closure for parameter inference of biochemical reaction
networks},
journal = {Biosyst.},
volume = {149},
pages = {15--25},
year = {2016},
url = {https://doi.org/10.1016/j.biosystems.2016.07.005},
doi = {10.1016/j.biosystems.2016.07.005}
}
Owner
- Name: Christian Schilling
- Login: schillic
- Kind: user
- Location: Denmark
- Company: Aalborg University
- Website: http://www.christianschilling.net
- Repositories: 2
- Profile: https://github.com/schillic
Computer scientist
Citation (CITATION.bib)
@article{SchillingBHPR16,
author = {Christian Schilling and
Sergiy Bogomolov and
Thomas A. Henzinger and
Andreas Podelski and
Jakob Ruess},
title = {Adaptive moment closure for parameter inference of biochemical reaction
networks},
journal = {Biosyst.},
volume = {149},
pages = {15--25},
year = {2016},
url = {https://doi.org/10.1016/j.biosystems.2016.07.005},
doi = {10.1016/j.biosystems.2016.07.005}
}
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