Literature DB >> 24982256

Multiscale modelling and simulation: a position paper.

Alfons Hoekstra1, Bastien Chopard2, Peter Coveney3.   

Abstract

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 are deemed important but so far have barely been explored. We believe that this is at least in part due to the fact that the field has been mainly developed within disciplinary silos. The principal topics that in our view would benefit from a targeted multidisciplinary research effort are related to reaching consensus as to what exactly one means by 'multiscale modelling', formulating a generic theory or calculus of multiscale modelling, applying such concepts to the urgent question of validation and verification of multiscale models, and the issue of numerical error propagation in multiscale models. Moreover, we believe that this would, in principle, also lay the foundation for more efficient, well-defined and usable multiscale computing environments. We believe that multidisciplinary research to fill in the gaps is timely, highly relevant, and with substantial potential impact on many scientific disciplines.
© 2014 The Author(s) Published by the Royal Society. All rights reserved.

Entities:  

Keywords:  classification; error propagation; multiscale computing; multiscale modelling; scale bridging; validation

Year:  2014        PMID: 24982256     DOI: 10.1098/rsta.2013.0377

Source DB:  PubMed          Journal:  Philos Trans A Math Phys Eng Sci        ISSN: 1364-503X            Impact factor:   4.226


  11 in total

1.  Semi-intrusive multiscale metamodelling uncertainty quantification with application to a model of in-stent restenosis.

Authors:  A Nikishova; L Veen; P Zun; A G Hoekstra
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2019-04-08       Impact factor: 4.226

2.  A framework for multi-scale modelling.

Authors:  B Chopard; Joris Borgdorff; A G Hoekstra
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2014-08-06       Impact factor: 4.226

3.  Multiscale modelling: approaches and challenges.

Authors:  Sergey Karabasov; Dmitry Nerukh; Alfons Hoekstra; Bastien Chopard; Peter V Coveney
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2014-08-06       Impact factor: 4.226

4.  Modeling heterogeneous tumor growth dynamics and cell-cell interactions at single-cell and cell-population resolution.

Authors:  Leonard A Harris; Samantha Beik; Patricia M M Ozawa; Lizandra Jimenez; Alissa M Weaver
Journal:  Curr Opin Syst Biol       Date:  2019-09-16

5.  A systematic approach to the scale separation problem in the development of multiscale models.

Authors:  Pinaki Bhattacharya; Qiao Li; Damien Lacroix; Visakan Kadirkamanathan; Marco Viceconti
Journal:  PLoS One       Date:  2021-05-18       Impact factor: 3.240

6.  Chemically specific multiscale modeling of clay-polymer nanocomposites reveals intercalation dynamics, tactoid self-assembly and emergent materials properties.

Authors:  James L Suter; Derek Groen; Peter V Coveney
Journal:  Adv Mater       Date:  2014-12-09       Impact factor: 30.849

7.  Developing a Policy Flight Simulator to Facilitate the Adoption of an Evidence-Based Intervention.

Authors:  Michael J Pennock; Zhongyuan Yu; Karen B Hirschman; Kara Pepe; Mark V Pauly; Mary D Naylor; William B Rouse
Journal:  IEEE J Transl Eng Health Med       Date:  2018-05-07       Impact factor: 3.316

Review 8.  Community effort endorsing multiscale modelling, multiscale data science and multiscale computing for systems medicine.

Authors:  Massimiliano Zanin; Ivan Chorbev; Blaz Stres; Egils Stalidzans; Julio Vera; Paolo Tieri; Filippo Castiglione; Derek Groen; Huiru Zheng; Jan Baumbach; Johannes A Schmid; José Basilio; Peter Klimek; Nataša Debeljak; Damjana Rozman; Harald H H W Schmidt
Journal:  Brief Bioinform       Date:  2019-05-21       Impact factor: 11.622

Review 9.  Application of Quantum Computing to Biochemical Systems: A Look to the Future.

Authors:  Hai-Ping Cheng; Erik Deumens; James K Freericks; Chenglong Li; Beverly A Sanders
Journal:  Front Chem       Date:  2020-11-24       Impact factor: 5.221

10.  Towards the virtual artery: a multiscale model for vascular physiology at the physics-chemistry-biology interface.

Authors:  Alfons G Hoekstra; Saad Alowayyed; Eric Lorenz; Natalia Melnikova; Lampros Mountrakis; Britt van Rooij; Andrew Svitenkov; Gábor Závodszky; Pavel Zun
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2016-11-13       Impact factor: 4.226

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