Parameter estimation and sensitivity analysis of neuron models
Dnr:
NAISS 2024/5-596
Type:
NAISS Medium Compute
Principal Investigator:
Olivia Eriksson
Affiliation:
Kungliga Tekniska högskolan
Start Date:
2024-11-27
End Date:
2025-12-01
Primary Classification:
10203: Bioinformatics (Computational Biology) (applications to be 10610)
Webpage:
Allocation
Abstract
We develop methodology for modelling dynamical biochemical reaction networks, e.g. for subcellular signalling pathways of nerve cells. The methodology includes parameter estimation, uncertainty quantification and sensitivity analysis (UQSA, see
https://doi.org/10.48550/arXiv.2308.05527)