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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. Content type: Research

    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

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  2. Content type: Research

    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

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  3. Content type: Review

    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 3:12

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  4. Content type: Research

    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 3:8

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  5. Content type: Review

    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 3:7

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  6. Content type: Research

    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 3:4

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