Rigorous modelling of nonlocal interactions determines a macroscale advection-diffusion PDE

01/21/2020
by   A. J. Roberts, et al.
0

A slowly-varying or thin-layer multiscale assumption empowers macroscale understanding of many physical scenarios from dispersion in pipes and rivers, including beams, shells, and the modulation of nonlinear waves, to homogenisation of micro-structures. Here we begin a new exploration of the scenario where the given physics has non-local microscale interactions. We rigorously analyse the dynamics of a basic example of shear dispersion. Near each cross-section, the dynamics is expressed in the local moments of the microscale non-local effects. Centre manifold theory then supports the local modelling of the system's dynamics with coupling to neighbouring cross-sections as a non-autonomous forcing. The union over all cross-sections then provides powerful new support for the existence and emergence of a macroscale model advection-diffusion PDE global in the large, finite-sized, domain. The approach quantifies the accuracy of macroscale advection-diffusion approximations, and has the potential to open previously intractable multiscale issues to new insights.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/26/2023

Non-Local Multi-Continuum method (NLMC) for Darcy-Forchheimer flow in fractured media

This work presents the application of the non-local multicontinuum metho...
research
12/23/2020

Theoretical and numerical analysis for a hybrid tumor model with diffusion depending on vasculature

In this work we analyse a PDE-ODE problem modelling the evolution of a G...
research
07/23/2022

Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers

Numerical simulations in climate, chemistry, or astrophysics are computa...
research
12/11/2018

Non-local Operational Anisotropic Diffusion Filter

High-frequency noise is present in several modalities of medical images....
research
11/01/2020

Manifold Learning and Nonlinear Homogenization

We describe an efficient domain decomposition-based framework for nonlin...
research
05/04/2022

Numerical analysis of non-local calculus on finite weighted graphs, with application to reduced-order modelling of dynamical systems

We present an approach to reduced-order modelling that builds off recent...

Please sign up or login with your details

Forgot password? Click here to reset