Refining the causal loop diagram: A tutorial for maximizing the contribution of domain expertise in computational system dynamics modeling.

L Crielaard, JF Uleman, BDL Châtel… - Psychological …, 2022 - psycnet.apa.org
Complexity science and systems thinking are increasingly recognized as relevant
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

ZX Tong, YL He, WQ Tao - International Journal of Heat and Mass Transfer, 2019 - Elsevier
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 …

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 …

[HTML][HTML] Multiscale computing in the exascale era

S Alowayyed, D Groen, PV Coveney… - Journal of Computational …, 2017 - Elsevier
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 …

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 …

[HTML][HTML] Distributed multiscale computing with MUSCLE 2, the multiscale coupling library and environment

J Borgdorff, M Mamonski, B Bosak, K Kurowski… - Journal of …, 2014 - Elsevier
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 …

Mastering the scales: a survey on the benefits of multiscale computing software

D Groen, J Knap, P Neumann… - … of the Royal …, 2019 - royalsocietypublishing.org
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 …

VECMAtk: a scalable verification, validation and uncertainty quantification toolkit for scientific simulations

D Groen, H Arabnejad… - … of the Royal …, 2021 - royalsocietypublishing.org
We present the VECMA toolkit (VECMAtk), a flexible software environment for single and
multiscale simulations that introduces directly applicable and reusable procedures for …

Multiscale modelling in immunology: a review

A Cappuccio, P Tieri, F Castiglione - Briefings in bioinformatics, 2016 - academic.oup.com
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 …

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 …