Tags: materials informatics

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  1. MRS Computational Materials Science Tutorial

    Tools | 04 May 2022 | Contributor(s):: Panayotis Thalis Manganaris, Saaketh Desai, Arun Kumar Mannodi Kanakkithodi

    Hands-on guide to the development of statistical models useful for materials design using python, sklearn, tensorflow, and intel extensions.

  2. Materials Simulation Toolkit for Machine Learning (MAST-ML) tutorial

    Tools | 07 May 2021 | Contributor(s):: Ryan Jacobs, BENJAMIN AFFLERBACH

    Tutorial showing the many use cases for the MAST-ML package to build, evaluate and analyze machine learning models for materials applications.

  3. Machine Learning Force Field for Materials

    Tools | 25 Jan 2021 | Contributor(s):: Chi Chen, Yunxing Zuo

    Machine learning force field for materials

  4. Stefan Bringuier

    Researcher in materials science

    https://nanohub.org/members/53015