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  1. Article

    Open Access

    A deep neural network regressor for phase constitution estimation in the high entropy alloy system Al-Co-Cr-Fe-Mn-Nb-Ni

    High Entropy Alloys (HEAs) are composed of more than one principal element and constitute a major paradigm in metals research. The HEA space is vast and an exhaustive exploration is improbable. Therefore, a th...

    G. Vazquez, S. Chakravarty, R. Gurrola, R. Arróyave in npj Computational Materials (2023)

  2. Article

    Open Access

    High-throughput reaction engineering to assess the oxidation stability of MAX phases

    The resistance to oxidizing environments exhibited by some Mn+1AXn (MAX) phases stems from the formation of stable and protective oxide layers at high operating temperatures. The MAX phases are hexagonally arrang...

    D. Sauceda, P. Singh, A. R. Falkowski, Y. Chen, T. Doung in npj Computational Materials (2021)