Literature DB >> 28981126

Integrated multiscale biomaterials experiment and modelling: a perspective.

Markus J Buehler1, Guy M Genin2.   

Abstract

Advances in multiscale models and computational power have enabled a broad toolset to predict how molecules, cells, tissues and organs behave and develop. A key theme in biological systems is the emergence of macroscale behaviour from collective behaviours across a range of length and timescales, and a key element of these models is therefore hierarchical simulation. However, this predictive capacity has far outstripped our ability to validate predictions experimentally, particularly when multiple hierarchical levels are involved. The state of the art represents careful integration of multiscale experiment and modelling, and yields not only validation, but also insights into deformation and relaxation mechanisms across scales. We present here a sampling of key results that highlight both challenges and opportunities for integrated multiscale experiment and modelling in biological systems.

Keywords:  model validation; model verification; multiscale modelling

Year:  2016        PMID: 28981126      PMCID: PMC4686254          DOI: 10.1098/rsfs.2015.0098

Source DB:  PubMed          Journal:  Interface Focus        ISSN: 2042-8898            Impact factor:   3.906


  6 in total

1.  Materials by Design: Merging Proteins and Music.

Authors:  Joyce Y Wong; John McDonald; Micki Taylor-Pinney; David I Spivak; David L Kaplan; Markus J Buehler
Journal:  Nano Today       Date:  2012-12-01       Impact factor: 20.722

Review 2.  Deformation and failure of protein materials in physiologically extreme conditions and disease.

Authors:  Markus J Buehler; Yu Ching Yung
Journal:  Nat Mater       Date:  2009-03       Impact factor: 43.841

3.  Modelling the mechanics of partially mineralized collagen fibrils, fibres and tissue.

Authors:  Yanxin Liu; Stavros Thomopoulos; Changqing Chen; Victor Birman; Markus J Buehler; Guy M Genin
Journal:  J R Soc Interface       Date:  2013-12-18       Impact factor: 4.118

4.  Multiscale aspects of mechanical properties of biological materials.

Authors:  Markus J Buehler
Journal:  J Mech Behav Biomed Mater       Date:  2011-02

5.  Stochastic interdigitation as a toughening mechanism at the interface between tendon and bone.

Authors:  Yizhong Hu; Victor Birman; A Deymier-Black; Alix Demyier-Black; Andrea G Schwartz; Stavros Thomopoulos; Guy M Genin
Journal:  Biophys J       Date:  2015-01-20       Impact factor: 4.033

Review 6.  Phase separation in biological membranes: integration of theory and experiment.

Authors:  Elliot L Elson; Eliot Fried; John E Dolbow; Guy M Genin
Journal:  Annu Rev Biophys       Date:  2010       Impact factor: 12.981

  6 in total
  1 in total

Review 1.  Advanced computational workflow for the multi-scale modeling of the bone metabolic processes.

Authors:  Tien Tuan Dao
Journal:  Med Biol Eng Comput       Date:  2016-09-16       Impact factor: 2.602

  1 in total

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