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    Evaluating Large Language Models for Material Selection 

    Source: Journal of Computing and Information Science in Engineering:;2024:;volume( 025 ):;issue: 002:;page 21004-1
    Author(s): Grandi, Daniele; Jain, Yash Patawari; Groom, Allin; Cramer, Brandon; McComb, Christopher
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Material selection is a crucial step in conceptual design due to its significant impact on the functionality, aesthetics, manufacturability, and sustainability impact of the final product. This study investigates the use ...
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    MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models 

    Source: Journal of Mechanical Design:;2025:;volume( 147 ):;issue: 004:;page 44502-1
    Author(s): Patawari Jain, Yash; Grandi, Daniele; Groom, Allin; Cramer, Brandon; McComb, Christopher
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Material selection plays a pivotal role in many industries, from manufacturing to construction. Material selection is usually carried out after several cycles of conceptual design, during which designers iteratively refine ...
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