Data-driven reduced-order models for rank-ordering the high cycle fatigue performance of polycrystalline microstructures: codes and data files

By Noah H. Paulson

Georgia Tech

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Abstract

This data-set contains the codes and data files relevant to the paper titled "Data-driven reduced-order models for rank-ordering the
high cycle fatigue performance of polycrystalline microstructures" [Paulson2017_HomogenizationHCF]. Data-files are provided so that the figures presented in the paper may be reproduced. The raw data files for all microstructure volumes are provided in the following resource: https://matin.gatech.edu/resources/195.

References: [Paulson2017_HomogenizationHCF] Noah H. Paulson, Matthew W. Priddy, David L. McDowell, Surya R. Kalidindi “Data-driven reduced-order models for rank-ordering the high cycle fatigue performance of polycrystalline microstructures”. In Prep (2017).

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NSF GOALI CMMI-1333083

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Researchers should cite this work as follows:

  • Noah H. Paulson (2018), "Data-driven reduced-order models for rank-ordering the high cycle fatigue performance of polycrystalline microstructures: codes and data files," https://matin.gatech.edu/resources/299.

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