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RESEARCH PAPER · Journal of Engineering Mechanics · 2023

Accelerated Design of Architected Materials with Multifidelity Bayesian Optimization

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Accelerated Design of Architected Materials with Multifidelity Bayesian OptimizationOriginalMechanical metamaterials and beyond733Generative design of graded metamaterial arrays for dynamic response modulation21Superlative mechanical energy absorbing efficiency discovered through self-driving lab-human partnership46Improving structural damage tolerance and fracture energy via bamboo-inspired void patterns13Automated discovery of reprogrammable nonlinear dynamic metamaterials82Multi-Fidelity Methods for Optimization: A Survey20

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  1. Mechanical metamaterials and beyond

    Nature Communications · 2023-09-26

    Pengcheng Jiao, Jochen Mueller, Jordan R. Raney, Xiaoyu Zheng, Amir H. Alavi

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  2. Generative design of graded metamaterial arrays for dynamic response modulation

    Materials & Design · 2023-12-07

    Weidi Wang, Willoughby Cheney, Alireza Vakil Amirkhizi

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  3. Superlative mechanical energy absorbing efficiency discovered through self-driving lab-human partnership

    Nature Communications · 2024-05-21

    Kelsey L. Snapp, Benjamin Verdier, Aldair E. Gongora, Samuel Silverman, Adedire D. Adesiji, Elise Feng‐i Morgan, Timothy J. Lawton, Emily Whiting, Keith A. Brown

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  4. Improving structural damage tolerance and fracture energy via bamboo-inspired void patterns

    Bioinspiration & Biomimetics · 2024-06-25

    Xiaoheng Zhu, Jiakun Liu, Yucong Hua, Ottman A. Tertuliano, Jordan R. Raney

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  5. Automated discovery of reprogrammable nonlinear dynamic metamaterials

    Nature Materials · 2024-09-24

    Giovanni Bordiga, Eder Medina, Sina Jafarzadeh, Cyrill Bösch, Ryan Prescott Adams, Vincent Tournat, Katia Bertoldi

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  6. Multi-Fidelity Methods for Optimization: A Survey

    ACM Computing Surveys · 2026-03-31

    Ke Li, Fan Li

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