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Use of Digital Data in Materials Science and Engineering

Prof Ankit Agrawal, Prof Dierk Raabe, Prof Krishna Rajan, Dr James Warren

  1. A pervasive method for reconstructing microstructures from two-dimensional microstructures imaged on orthogonal planes is presented. The algorithm reconstructs 3D images through matching of 3D slices at differ...

    Authors: Veera Sundararaghavan
    Citation: Integrating Materials and Manufacturing Innovation 2014 3:19
    Content type: Research Published on:

  2. Materials science research has witnessed an increasing use of data mining techniques in establishing process‐structure‐property relationships. Significant advances in high‐throughput experiments and computatio...

    Authors: Sai Kiranmayee Samudrala, Prasanna Venkataraman Balachandran, Jaroslaw Zola, Krishna Rajan and Baskar Ganapathysubramanian
    Citation: Integrating Materials and Manufacturing Innovation 2014 3:17
    Content type: Research Published on:

  3. Initially, the CALPHAD (Calculation of Phase Diagrams) method was established as a tool for treating thermodynamics and phase equilibria of multicomponent systems. Since then the method has been successfully a...

    Authors: Carelyn E Campbell, Ursula R Kattner and Zi-Kui Liu
    Citation: Integrating Materials and Manufacturing Innovation 2014 3:5019
    Content type: Review Published on:

  4. This paper describes the use of data analytics tools for predicting the fatigue strength of steels. Several physics-based as well as data-driven approaches have been used to arrive at correlations between vari...

    Authors: Ankit Agrawal, Parijat D Deshpande, Ahmet Cecen, Gautham P Basavarsu, Alok N Choudhary and Surya R Kalidindi
    Citation: Integrating Materials and Manufacturing Innovation 2014 3:16
    Content type: Research Published on:

  5. An overview of cyberinfrastructures developed to advance the field of materials modeling is presented. The role of cyberinfrastructures in educating the next generation of the workforce is also discussed, with...

    Authors: Susan B Sinnott and Simon R Phillpot
    Citation: Integrating Materials and Manufacturing Innovation 2014 3:11
    Content type: Review Published on:

  6. We present an archival format for electron back-scatter diffraction (EBSD) data based on the HDF5 scientific file format. We discuss the differences between archival and data work flow file formats, and presen...

    Authors: Michael A Jackson, Michael A Groeber, Michael D Uchic, David J Rowenhorst and Marc De Graef
    Citation: Integrating Materials and Manufacturing Innovation 2014 3:8
    Content type: Research Published on: