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 …

Multiscale computing for science and engineering in the era of exascale performance

AG Hoekstra, B Chopard, D Coster… - … of the Royal …, 2019 - royalsocietypublishing.org
In this position paper, we discuss two relevant topics:(i) generic multiscale computing on
emerging exascale high-performing computing environments, and (ii) the scaling of such …

Multiscale modelling, simulation and computing: from the desktop to the exascale

AG Hoekstra, S Portegies Zwart… - … Transactions of the …, 2019 - royalsocietypublishing.org
This short contribution introduces a theme issue dedicated to 'Multiscale modelling,
simulation and computing: from the desktop to the exascale'. It holds a collection of articles …

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 …

[图书][B] Multiscale methods in science and engineering

B Engquist, P Lötstedt, O Runborg - 2005 - Springer
Multiscale problems naturally pose severe challenges for computational science and
engineering. The smaller scales must be well resolved over the range of the larger scales …

[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 …

Foundations of distributed multiscale computing: Formalization, specification, and analysis

J Borgdorff, JL Falcone, E Lorenz… - Journal of Parallel and …, 2013 - Elsevier
Inherently complex problems from many scientific disciplines require a multiscale modeling
approach. Yet its practical contents remain unclear and inconsistent. Moreover, multiscale …

Challenges and opportunities for machine learning in multiscale computational modeling

PCH Nguyen, JB Choi… - … of Computing and …, 2023 - asmedigitalcollection.asme.org
Many mechanical engineering applications call for multiscale computational modeling and
simulation. However, solving for complex multiscale systems remains computationally …

Performance of distributed multiscale simulations

J Borgdorff, M Ben Belgacem… - … of the Royal …, 2014 - royalsocietypublishing.org
Multiscale simulations model phenomena across natural scales using monolithic or
component-based code, running on local or distributed resources. In this work, we …