27 citations · 46 across the 3 of their papers we have counts for
3 papers
physics.geo-ph2021★ 9 cited
Machine learning-based multiscale constitutive modelling: Development and application to dual-porosity mass transfer
Mark Ashworth, Ahmed Elsheikh, Florian Doster
In multiscale modelling, multiple models are used simultaneously to describe scale-dependent phenomena in a system of interest. Here we introduce a machine learning (ML)-based mult…
physics.geo-ph2020★ 10 cited
Anisotropic dual-continuum representations for multiscale poroelastic materials: Development and numerical modelling
Mark Ashworth, Florian Doster
Dual-continuum (DC) models can be tractable alternatives to explicit approaches for the numerical modelling of multiscale materials with multiphysics behaviours. This work concerns…
physics.geo-ph2019★ 27 cited
Foundations and their practical implications for the constitutive coefficients of poromechanical dual-continuum models
Mark Ashworth, Florian Doster
A dual-continuum model can offer a practical approach to understanding first-order behaviours of poromechanically coupled multiscale systems. To close the governing equations, cons…