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- Data_constrained_modelling abstract "Data constrained modelling (DCM) refers to a research and development methodology where the sample-specific data and information, and a theoretical model are tightly integrated for quantitative modeling of a physical system . The DCM methodology has been developed by Dr Y. Sam Yang Et Al at CSIRO since 2007 in relation to 3D characterization of material compositional microstructures and microstructure-based properties,and has been implemented as a DCM software.In contrast to the conventional image segmentation technique to derive microstructures from X-ray CT (computed tomography) images which imposes an arbitrary length-scale cut-off at the image pixel size scale, DCM incorporates fine structures below X-ray CT image resolution as voxel compositional partial volumes. Consequently, the fine length-scale information below image pixel size is preserved.Using DCM, consistent 3D compositional microstructures are obtained with different X-ray CT imaging resolution.DCM has been successfully used in 3D microstructure characterization of aerospace paint primers , conventional and unconventional hydrocarbon reservoir rocks,coal, and other materials.A number of DCM characterized material compositional microstructure data sets are available online.Such data sets make it possible for quantitative modeling of microstructure-based material properties, such as fluid transport .For accurate characterization of microstructures, DCM would require multi-energy and quantitative X-ray CT. Care should be taken to minimize the factors which could influence the quantitative nature of the X-ray imaging.Additional functionalities can be added to the DCM software using various plug-ins.Additional descriptions in Chinese Wikipedia is available at https://zh.wikipedia.org/wiki/%E6%95%B0%E6%8D%AE%E7%BA%A6%E6%9D%9F%E6%A8%A1%E5%9E%8B.".
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- Data_constrained_modelling wikiPageWikiLink CSIRO.
- Data_constrained_modelling wikiPageWikiLink CT_scan.
- Data_constrained_modelling wikiPageWikiLink Category:Materials_science.
- Data_constrained_modelling wikiPageWikiLink Commonwealth_Scientific_and_Industrial_Research_Organisation.
- Data_constrained_modelling wikiPageWikiLink Computed_tomography.
- Data_constrained_modelling wikiPageWikiLink DCM.
- Data_constrained_modelling wikiPageWikiLink Microstructure.
- Data_constrained_modelling wikiPageWikiLink Microstructures.
- Data_constrained_modelling wikiPageWikiLink Paint_primer.
- Data_constrained_modelling wikiPageWikiLink Plug-in_(computing).
- Data_constrained_modelling wikiPageWikiLink Primer_(paint).
- Data_constrained_modelling wikiPageWikiLink Research_and_development.
- Data_constrained_modelling wikiPageWikiLinkText "Data constrained modelling".
- Data_constrained_modelling wikiPageWikiLinkText "data constrained modelling".
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- Data_constrained_modelling subject Category:Materials_science.
- Data_constrained_modelling comment "Data constrained modelling (DCM) refers to a research and development methodology where the sample-specific data and information, and a theoretical model are tightly integrated for quantitative modeling of a physical system . The DCM methodology has been developed by Dr Y.".
- Data_constrained_modelling label "Data constrained modelling".
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