• Workshop: Artificial Intelligence for Materials Science (AIMS)

  • The Materials Genome Initiative (MGI) promises to expedite materials discovery through high-through computation and experiment. Application of Artificial-intelligence (AI) tools such as machine-learning, deep-learning and various optimization techniques are critical to achieving such a goal. Some of the key areas of applications in employing AI techniques to materials are: developing well-curated and diverse datasets, choosing effective representation for materials, inverse materials design, integrating autonomous experiments and theory, and choosing appropriate algorithm/work-flow. The idea of including physics-based models in the AI framework is also fascinating. Lastly, uncertainty quantification in AI based predictions for material properties and issues related to building infrastructure for disseminating AI knowledge are of immense importance for making AI based investigation of materials successful. This workshop is intended to cover all the above-mentioned challenges. To make the workshop as effective as possible we plan to mainly focus on inorganic solid-state materials, but are not limited by it.









  • user bg
    visibility Kamal Choudhary

    perm_identity NIST, Gaithersburg

    email kamal.choudhary@nist.gov

    Kamal Choudhary close

    perm_identity Material Scientist

    business NIST

    location_on Gaithersburg, Maryland

    user bg
    visibility Francesca Tavazza

    perm_identityNIST, Gaithersburg

    email francesca.tavazza@nist.gov

    Francesca Tavazza close

    perm_identity Material Scientist

    business NIST

    location_on Gaithersburg, Maryland

    user bg
    visibility Ramya Gurunathan

    perm_identityNIST, Gaithersburg

    email ramya.gurunathan@nist.gov

    Ramya Gurunathan close

    perm_identity Material Scientist

    business NIST

    location_on Gaithersburg, Maryland

    user bg
    visibility Kevin Garrity

    perm_identityNIST, Gaithersburg

    email kevin.garrity@nist.gov

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    perm_identity Material Scientist

    business NIST

    location_on Gaithersburg, Maryland

    user bg
    visibility Daniel Wines

    perm_identityNIST, Gaithersburg

    email daniel.wines@nist.gov

    Daniel Wines close

    perm_identity Material Scientist

    business NIST

    location_on Gaithersburg, Maryland

    user bg
    visibility Brian DeCost

    perm_identityNIST, Gaithersburg

    email brian.decost@nist.gov

    Brian DeCost close

    perm_identity Material Scientist

    business NIST

    location_on Gaithersburg, Maryland