Life sciences through mathematical models

D Calvetti, E Somersalo - Rendiconti Lincei, 2015 - Springer
This article discusses some of the basic principles of mathematical modeling in life sciences,
and in particular the special features that make the modeling task fundamentally different …

HIV virus states estimation by extended Kalman particle filter

M Hooshmand, M Sharifian, H Sharifian… - 2021 29th Iranian …, 2021 - ieeexplore.ieee.org
Due to the HIV prevalence, the problem of controlling and predicting the states and
parameters of this disease has attracted many scholars and researchers. Because of the …

Beyond the model limit: Parameter inference across scales

M Callahan, D Calvetti, E Somersalo - SIAM/ASA Journal on Uncertainty …, 2017 - SIAM
In multiscale studies of emergent phenomena, a common approach is to define a
microscopic scale generative model and subsequently, by passing to a diffusion limit, to …

Bayesian Parameter Estimation and Inference Across Scales

MD Callahan - 2016 - rave.ohiolink.edu
In the analysis of complex phenomena arising in biology, medicine, physics, economics or
the social sciences, it is not uncommon to employ mathematical models at different scales …