In this note, we apply the theory of stochastic homogenization to find the asymptotic behavior of the solution of a set of Smoluchowski's coagulation-diffusion equations with non-homogeneous Neumann boundary conditions. This system is meant to model the aggregation and diffusion of beta-amyloid peptide (A beta) in the cerebral tissue, a process associated with the development of Alzheimer's disease. In contrast to the approach used in our previous works, in the present paper we account for the non-periodicity of the cellular structure of the brain by assuming a stochastic model for the spatial distribution of neurons. Further, we consider non-periodic random diffusion coefficients for the amyloid aggregates and a random production of A beta in the monomeric form at the level of neuronal membranes.
Franchi, B., Heida, M., Lorenzani, S. (2020). A MATHEMATICAL MODEL FOR ALZHEIMER'S DISEASE: AN APPROACH VIA STOCHASTIC HOMOGENIZATION OF THE SMOLUCHOWSKI EQUATION. COMMUNICATIONS IN MATHEMATICAL SCIENCES, 18(4), 1105-1134 [10.4310/CMS.2020.V18.N4.A10].
A MATHEMATICAL MODEL FOR ALZHEIMER'S DISEASE: AN APPROACH VIA STOCHASTIC HOMOGENIZATION OF THE SMOLUCHOWSKI EQUATION
Franchi, BMembro del Collaboration Group
;
2020
Abstract
In this note, we apply the theory of stochastic homogenization to find the asymptotic behavior of the solution of a set of Smoluchowski's coagulation-diffusion equations with non-homogeneous Neumann boundary conditions. This system is meant to model the aggregation and diffusion of beta-amyloid peptide (A beta) in the cerebral tissue, a process associated with the development of Alzheimer's disease. In contrast to the approach used in our previous works, in the present paper we account for the non-periodicity of the cellular structure of the brain by assuming a stochastic model for the spatial distribution of neurons. Further, we consider non-periodic random diffusion coefficients for the amyloid aggregates and a random production of A beta in the monomeric form at the level of neuronal membranes.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.