Multi-scale modelling software framework facilitating simulation of interconnected scales using surrogate-models (original) (raw)

Computer-aided chemical engineering, 2016

Abstract

Abstract This paper describes the concepts and philosophy behind the multi-scale software framework developed in conjunction with the project ”Modelling of morphology development of micro- and nanostructures” (MoDeNa). MoDeNa provides a framework for systematically generate and update simple models acting as surrogates for the complex counter part, which they approximate in a given domain. The framework also provides an automatic procedure for expanding the domain if so found necessary during the course of the simulation. To our knowledge this is the framework that is specifically designed to incorporate all these elements and simultaneously facilitate run-time parameter-estimation in addition to providing a consistent way of defining surrogate models and their incorporation into applications.

Heinz A Preisig hasn't uploaded this paper.

Let Heinz A know you want this paper to be uploaded.

Ask for this paper to be uploaded.