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Showing 1 to 6 of 6 for “"Multi-scale Design"”.

  1. Multi-Scale Design, Thermal Simulation, Fabrication, Surface Engineering and Characterization of TPMS Structures for Atmospheric Water Generation

    … by engineering the condensation surface across multiple scales. Specifically, this study explores the use of Triply Periodic Minimal Surfaces (TPMS) as condensation surfaces in Peltier-driven AWG systems—an approach that departs from traditional flat or finned designs. This multiscale …

    texas-state Repository record for Multi-Scale Design, Thermal Simulation, Fabrication, Surface Engineering and Characterization of TPMS Structures for Atmospheric Water Generation (opens in a new tab)

  2. Tailored Mechanical Response of 3D Microgranular Crystals with Hierarchical Architecture

    … a potential route the effectiveness of our multi-scale design in dynamically programming energy dissipation. Our findings demonstrate that a hierarchical granular crystal exhibits enhanced specific energy absorption at a fraction of the weight of their fully dense counterparts and unique …

    mit Repository record for Tailored Mechanical Response of 3D Microgranular Crystals with Hierarchical Architecture (opens in a new tab)

  3. Optimization and Supervised Machine Learning Methods for Inverse Design of Cellular Mechanical Metamaterials

    … material hierarchy facilitates the synthesis and design of CMMs on the micro-scale to achieve enhanced properties (i.e., improved strength, toughness, low density) on the component (macro)-scale. However, designing on-demand cellular metamaterials usually requires solving a challenging inverse …

    vt Repository record for Optimization and Supervised Machine Learning Methods for Inverse Design of Cellular Mechanical Metamaterials (opens in a new tab)

  4. Computational and Machine Learning-Reinforced Modeling and Design of Materials under Uncertainty

    … underlying microstructural features. Therefore, designing high-performance materials using multi-scale models plays a significant role to improve the predictability, reliability, proper functioning, and longevity of components for a wide range of applications in the fields of aerospace, …

    vt Repository record for Computational and Machine Learning-Reinforced Modeling and Design of Materials under Uncertainty (opens in a new tab)

  5. Procedural generation of vascular networks for tissue engineering

    … of vascularization: tissue constructs at length scales above the diffusive length without embedded perfusable channels will be unable to supply oxygen and nutrients to—or remove waste from—cells within the construct, leading to necrosis. This has historically limited tissue engineering to …

    cambridge Repository record for Procedural generation of vascular networks for tissue engineering (opens in a new tab)