3 papers
q-bio.QM2025
Quantitative assessment of biological dynamics with aggregate data
Stephen McCoy, Daniel McBride, D. Katie McCullough +4
We develop and apply a learning framework for parameter estimation in initial value problems that are assessed only indirectly via aggregate data such as sample means and/or standa…
math.NA2024
Hamiltonian Monte Carlo methods for spectroscopy data analysis
Daniel McBride, Ioannis Sgouralis
We present a scalable Bayesian framework for the analysis of confocal fluorescence spectroscopy data, addressing key limitations in traditional fluorescence correlation spectroscop…
q-bio.TO2016
Global Sensitivity Analysis in a Mathematical Model of the Renal Interstitium
Mariel Bedell, Claire Yilin Lin, Emmie Roman-Melendez +1
The pressure in the renal interstitium is an important factor for normal kidney function. Here we develop a computational model of the rat kidney and use it to investigate the rela…