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| Description
| - The possibility of using microstructural finite element models of whole bones to inversely calculate their mechanical properties is described in this paper. In this study, L2 vertebra of a Wistar rat were used to numerically determine its stiffness and the results are compared with the experimentally obtained value. The results demonstrate the possibility of using these large-scale finite element simulations to predict the overall bone stiffness. The micro-structural models used in this study are voxel-based, i.e. each finite element represents one spatial pixel (called a voxel). The micro-structural models are developed from a series of micro-CT images. The resolution of the input image data which is needed to capture the complex microstructure of trabecular bone in sufficient detail is discussed. Tissue material properties are based on our previous nanoindentation study. This paper is focused on the parallel solution strategy employed to solve the large-scale finite element models utilizing existing open-source programs. Because of the high resolution of the microtomographic images the resulting finite element model of the vertebra is composed of approximately 9 million of hexahedral elements. To solve this large problem a parallel strategy must be employed. The main aim was to demonstrate the scalability of selected solvers (the preconditioned conjugate gradient and multifrontal massively parallel sparse direct solver) for these large voxel finite element models. Two architectures are tested: i) distributed memory system, and ii) shared memory system. The results show, that the estimated overall stiffness of the vertebral body is not greatly influenced by the resolution of micro-CT images (albeit it must well capture the micro-structural characteristics of the trabecular bone) provided that the tissue material properties (elastic modulus and Poissons ratio at the level of individual trabeculae) are known.
- The possibility of using microstructural finite element models of whole bones to inversely calculate their mechanical properties is described in this paper. In this study, L2 vertebra of a Wistar rat were used to numerically determine its stiffness and the results are compared with the experimentally obtained value. The results demonstrate the possibility of using these large-scale finite element simulations to predict the overall bone stiffness. The micro-structural models used in this study are voxel-based, i.e. each finite element represents one spatial pixel (called a voxel). The micro-structural models are developed from a series of micro-CT images. The resolution of the input image data which is needed to capture the complex microstructure of trabecular bone in sufficient detail is discussed. Tissue material properties are based on our previous nanoindentation study. This paper is focused on the parallel solution strategy employed to solve the large-scale finite element models utilizing existing open-source programs. Because of the high resolution of the microtomographic images the resulting finite element model of the vertebra is composed of approximately 9 million of hexahedral elements. To solve this large problem a parallel strategy must be employed. The main aim was to demonstrate the scalability of selected solvers (the preconditioned conjugate gradient and multifrontal massively parallel sparse direct solver) for these large voxel finite element models. Two architectures are tested: i) distributed memory system, and ii) shared memory system. The results show, that the estimated overall stiffness of the vertebral body is not greatly influenced by the resolution of micro-CT images (albeit it must well capture the micro-structural characteristics of the trabecular bone) provided that the tissue material properties (elastic modulus and Poissons ratio at the level of individual trabeculae) are known. (en)
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| Title
| - Inverse Estimation of Rat Vertebrae Stiffness using Large-Scale Micro-Structural Finite Element Models
- Inverse Estimation of Rat Vertebrae Stiffness using Large-Scale Micro-Structural Finite Element Models (en)
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| skos:prefLabel
| - Inverse Estimation of Rat Vertebrae Stiffness using Large-Scale Micro-Structural Finite Element Models
- Inverse Estimation of Rat Vertebrae Stiffness using Large-Scale Micro-Structural Finite Element Models (en)
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| skos:notation
| - RIV/68407700:21260/13:00207805!RIV14-MSM-21260___
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| http://linked.open...avai/predkladatel
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| http://linked.open...avai/riv/aktivita
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| http://linked.open...avai/riv/aktivity
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| http://linked.open...vai/riv/dodaniDat
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| http://linked.open...aciTvurceVysledku
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| http://linked.open.../riv/druhVysledku
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| http://linked.open...iv/duvernostUdaju
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| http://linked.open...titaPredkladatele
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| http://linked.open...dnocenehoVysledku
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| http://linked.open...ai/riv/idVysledku
| - RIV/68407700:21260/13:00207805
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| http://linked.open...riv/jazykVysledku
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| http://linked.open.../riv/klicovaSlova
| - inverse stiffness calculation; large-scale finite element simulation; parallel BiCGSTAB solver; parallel sparse solver; trabecular bone; whole bone models (en)
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| http://linked.open.../riv/klicoveSlovo
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| http://linked.open...ontrolniKodProRIV
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| http://linked.open...v/mistoKonaniAkce
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| http://linked.open...i/riv/mistoVydani
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| http://linked.open...i/riv/nazevZdroje
| - Proceedings of the Fourteenth International Conference on Civil, Structural and Environmental Engineering Computing
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| http://linked.open...in/vavai/riv/obor
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| http://linked.open...ichTvurcuVysledku
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| http://linked.open...cetTvurcuVysledku
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| http://linked.open...vavai/riv/projekt
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| http://linked.open...UplatneniVysledku
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| http://linked.open...iv/tvurceVysledku
| - Jiroušek, Ondřej
- Kytýř, Daniel
- Zlámal, Petr
- Jandejsek, Ivan
- Schmidt, Drahomír
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| http://linked.open...vavai/riv/typAkce
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| http://linked.open.../riv/zahajeniAkce
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| issn
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| number of pages
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| http://bibframe.org/vocab/doi
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| http://purl.org/ne...btex#hasPublisher
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| https://schema.org/isbn
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| http://localhost/t...ganizacniJednotka
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