Applications, Modern Trends, and Challenges of Multiscale Modeling in Smart Cities

D Mondal, A Ratnaparkhi, A Deshpande… - … of Research on Data …, 2023 - igi-global.com
Megacities are intricate systems that struggle with difficulties including overcrowding, subpar
urban design and planning, inadequate mobility and public transportation, subpar …

Survey of multiscale and multiphysics applications and communities

D Groen, SJ Zasada… - Computing in Science & …, 2013 - ieeexplore.ieee.org
Multiscale and multiphysics applications are now commonplace, and many researchers
focus on combining existing models to construct new multiscale models. This concise review …

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 …

[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 …

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 …

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 …

Multi-scale simulations of the dynamics of in-stent restenosis: impact of stent deployment and design

H Tahir, AG Hoekstra, E Lorenz… - Interface …, 2011 - royalsocietypublishing.org
Neointimal hyperplasia, a process of smooth muscle cell re-growth, is the result of a natural
wound healing response of the injured artery after stent deployment. Excessive neointimal …

MML: towards a multiscale modeling language

JL Falcone, B Chopard, A Hoekstra - Procedia Computer Science, 2010 - Elsevier
Recent multiscale applications require more and more often the coupling of many sub-
models, usually originating form different fields of science. Therefore, it is increasingly …

A hybrid HPC/cloud distributed infrastructure: Coupling EC2 cloud resources with HPC clusters to run large tightly coupled multiscale applications

MB Belgacem, B Chopard - Future Generation Computer Systems, 2015 - Elsevier
In this paper, we report on the experimental results of running a large, tightly coupled,
distributed multiscale computation over a hybrid High Performance Computing (HPC) …