Tags: Physics-Constrained Machine Learning

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  1. Investigation of Process-Structure Relationship for Additive Manufacturing With Multiphysics Simulation and Physics-Constrained Machine Learning

    15 Sep 2021 | Contributor(s):: Liu, Dehao

    Advisors: Yan Wang, David L. McDowell, Shreyes N. Melkote, Tuo Zhao, Sudarsanam Suresh BabuMetal additive manufacturing (AM) is a group of processes by which metal parts are built layer by layer from powder or wire feedstock with high-energy laser or electron beams. The most well-known metal AM...