Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science

@inproceedings{Agrawal2016PerspectiveMI,
  title={Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science},
  author={Ankit Agrawal and Alok N. Choudhary},
  year={2016}
}
Our ability to collect “big data” has greatly surpassed our capability to analyze it, underscoring the emergence of the fourth paradigm of science, which is data-driven discovery. The need for data informatics is also emphasized by the Materials Genome Initiative (MGI), further boosting the emerging field of materials informatics. In this article, we look at how data-driven techniques are playing a big role in deciphering processing-structure-property-performance relationships in materials… CONTINUE READING

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Zijiang Yang, Reda Al-Bahrani, +5 authors Ankit Agrawal
  • 2019 International Joint Conference on Neural Networks (IJCNN)
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