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, B
Membro 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.
2020
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].
Franchi, B; Heida, M; Lorenzani, S
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/827510
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