[HTML][HTML] Towards developing multiscale-multiphysics models and their surrogates for digital twins of metal additive manufacturing

DR Gunasegaram, AB Murphy, A Barnard… - Additive …, 2021 - Elsevier
Artificial intelligence (AI) embedded within digital models of manufacturing processes can be
used to improve process productivity and product quality significantly. The application of …

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 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 …

Chemically Specific Multiscale Modeling of Clay–Polymer Nanocomposites Reveals Intercalation Dynamics, Tactoid Self‐Assembly and Emergent Materials …

JL Suter, D Groen, PV Coveney - Advanced Materials, 2015 - Wiley Online Library
A quantitative description is presented of the dynamical process of polymer intercalation into
clay tactoids and the ensuing aggregation of polymer‐entangled tactoids into larger …

Generalizable coordination of large multiscale workflows: challenges and learnings at scale

H Bhatia, F Di Natale, JY Moon, X Zhang… - Proceedings of the …, 2021 - dl.acm.org
The advancement of machine learning techniques and the heterogeneous architectures of
most current supercomputers are propelling the demand for large multiscale simulations 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 …

A Comparison of Fully-Coupled 3D In-Stent Restenosis Simulations to In-vivo Data

PS Zun, T Anikina, A Svitenkov, AG Hoekstra - Frontiers in physiology, 2017 - frontiersin.org
We describe our fully-coupled 3D multiscale model of in-stent restenosis, with blood flow
simulations coupled to smooth muscle cell proliferation, and report results of numerical …

Multiscale modelling: approaches and challenges

S Karabasov, D Nerukh, A Hoekstra… - … of the Royal …, 2014 - royalsocietypublishing.org
Multiscale modelling: approaches and challenges | Philosophical Transactions of the Royal
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Digital blood in massively parallel CPU/GPU systems for the study of platelet transport

C Kotsalos, J Latt, J Beny, B Chopard - Interface Focus, 2021 - royalsocietypublishing.org
We propose a highly versatile computational framework for the simulation of cellular blood
flow focusing on extreme performance without compromising accuracy or complexity. The …