Refining the causal loop diagram: A tutorial for maximizing the contribution of domain expertise in computational system dynamics modeling.
Complexity science and systems thinking are increasingly recognized as relevant
paradigms for studying systems where biology, psychology, and socioenvironmental factors …
paradigms for studying systems where biology, psychology, and socioenvironmental factors …
A review of current progress in multiscale simulations for fluid flow and heat transfer problems: The frameworks, coupling techniques and future perspectives
Many heat transfer and fluid flow problems are multiscale in nature, and the multiscale
numerical methods are needed to solve the problems by considering the phenomena in all …
numerical methods are needed to solve the problems by considering the phenomena in all …
Multiscale modelling and simulation: a position paper
A Hoekstra, B Chopard… - … Transactions of the …, 2014 - royalsocietypublishing.org
We argue that, despite the fact that the field of multiscale modelling and simulation has
enjoyed significant success within the past decade, it still holds many open questions that …
enjoyed significant success within the past decade, it still holds many open questions that …
[HTML][HTML] Multiscale computing in the exascale era
We expect that multiscale simulations will be one of the main high performance computing
workloads in the exascale era. We propose multiscale computing patterns as a generic …
workloads in the exascale era. We propose multiscale computing patterns as a generic …
A framework for multi-scale modelling
B Chopard, J Borgdorff… - … Transactions of the …, 2014 - royalsocietypublishing.org
We review a methodology to design, implement and execute multi-scale and multi-science
numerical simulations. We identify important ingredients of multi-scale modelling and give a …
numerical simulations. We identify important ingredients of multi-scale modelling and give a …
[HTML][HTML] Distributed multiscale computing with MUSCLE 2, the multiscale coupling library and environment
Abstract We present the Multiscale Coupling Library and Environment: MUSCLE 2. This
multiscale component-based execution environment has a simple to use Java, C++, C …
multiscale component-based execution environment has a simple to use Java, C++, C …
Mastering the scales: a survey on the benefits of multiscale computing software
In the last few decades, multiscale modelling has emerged as one of the dominant
modelling paradigms in many areas of science and engineering. Its rise to dominance is …
modelling paradigms in many areas of science and engineering. Its rise to dominance is …
VECMAtk: a scalable verification, validation and uncertainty quantification toolkit for scientific simulations
We present the VECMA toolkit (VECMAtk), a flexible software environment for single and
multiscale simulations that introduces directly applicable and reusable procedures for …
multiscale simulations that introduces directly applicable and reusable procedures for …
Multiscale modelling in immunology: a review
One of the greatest challenges in biomedicine is to get a unified view of observations made
from the molecular up to the organism scale. Towards this goal, multiscale models have …
from the molecular up to the organism scale. Towards this goal, multiscale models have …
Easing multiscale model design and coupling with MUSCLE 3
LE Veen, AG Hoekstra - International Conference on Computational …, 2020 - Springer
Multiscale modelling and simulation typically entails coupling multiple simulation codes into
a single program. Doing this in an ad-hoc fashion tends to result in a tightly coupled, difficult …
a single program. Doing this in an ad-hoc fashion tends to result in a tightly coupled, difficult …