2 citations · 2 across the 2 of their papers we have counts for
3 papers
q-bio.QM2016★ 2 cited
A parallelizable sampling method for parameter inference of large biochemical reaction models
Jan Mikelson, Mustafa Khammash
The development of mechanistic models of biological systems is a central part of Systems Biology. One major task in developing these models is the inference of the correct model pa…
q-bio.QM2016
Parameter inference method for stochastic single-cell dynamics from tree-structured data
Irena Kuzmanovska, Andreas Milias-Argeitis, Christoph Zechner +1
With the advance of experimental techniques such as time-lapse fluorescence microscopy, the availability of single-cell trajectory data has vastly increased, and so has the demand…
math.PR2012
Unbiased estimation of parameter sensitivities for stochastic chemical reaction networks
Ankit Gupta, Mustafa Khammash
Estimation of parameter sensitivities for stochastic chemical reaction networks is an important and challenging problem. Sensitivity values are important in the analysis, modeling…