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    Topology Optimization of Structures Made of Discrete Geometric Components With Different Materials 

    Source: Journal of Mechanical Design:;2018:;volume( 140 ):;issue: 011:;page 111401
    Author(s): Kazemi, Hesaneh; Vaziri, Ashkan; Norato, Julián A.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: We present a new method for the simultaneous topology optimization and material selection of structures made by the union of discrete geometric components, where each component is made of one of multiple available materials. ...
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    Multiphysics Design Optimization via Generative Adversarial Networks 

    Source: Journal of Mechanical Design:;2022:;volume( 144 ):;issue: 012:;page 121702
    Author(s): Kazemi, Hesaneh;Seepersad, Carolyn C.;Alicia Kim, H.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This work presents a method for generating concept designs for coupled multiphysics problems by employing generative adversarial networks (GANs). Since the optimal designs of multiphysics problems often contain a combination ...
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