Title :
Numerical simulations for modeling the insulin analogues using reduced order techniques
Author :
Dimitriu, Gabriel ; Boiculese, Vasile Lucian ; Moscalu, Mihaela
Author_Institution :
Dept. of Med. Inf. & Biostat., “Grigore T. Popa” Univ. of Med. & Pharmacy, Iasi, Romania
Abstract :
We present the numerical simulations of a system composed by three nonlinear partial differential equations modeling the subcutaneous injection of insulin analogues. The equations describe the interaction and dissociation of insulin analogues in the hexameric form into smaller entities, dimers and monomers. The numerical results of the full system are compared with those of the reduced order system determined by a hybrid technique (POD - Proper Orthogonal Decomposition, followed by DEIM - Discrete Empirical Interpolation Method).
Keywords :
nonlinear differential equations; numerical analysis; partial differential equations; proteins; DEIM; POD; dimers; discrete empirical interpolation method; hexameric form; hybrid technique; insulin analog dissociation; insulin analog interaction; insulin analog modeling; monomers; nonlinear partial-differential equations; numerical simulations; proper orthogonal decomposition; reduced order techniques; subcutaneous injection; Approximation methods; Computational modeling; Numerical models; Vectors; discrete empirical interpolation method; insulin; proper orthogonal decomposition; reduced order model;
Conference_Titel :
E-Health and Bioengineering Conference (EHB), 2013
Conference_Location :
Iasi
Print_ISBN :
978-1-4799-2372-4
DOI :
10.1109/EHB.2013.6707343