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@DMREF-networks

DMREF Networks

code sharing space for DMREF grant CMMI-2323341, CMMI-2323342, CMMI-2323343, CMMI-2323344

Iterative Design and Fabrication of Hyperuniform-Inspired Materials for Targeted Mechanical and Transport Properties

Micro-lattice and nano-lattice structures are an exciting class of materials with better strength-to-weight and stiffness-to-weight ratios than bulk solids. Many designs and additive-manufacturing approaches (i.e., 3D printing) have emerged recently for creating such materials, with the goal of fabricating commercially available products with optimized mechanical, thermal, acoustic, and electrical properties for biomedical, aerospace, and several other applications. This National Science Foundation Designing Materials to Revolutionize and Engineer our Future (DMREF) grant supports development of novel approaches to design a new class of disordered lattice materials that are inspired by the special transport properties, e.g., heat transfer and diffusion, of so-called “hyperuniform” structures. Hyperuniform materials may nominally be described as materials with minimal density variation as the length scale increases. They arise naturally in biological and chemical systems and can be designed through numerical methods. Numerous studies have demonstrated that such systems facilitate efficient transport behavior with minimal attenuation while also possessing nearly optimal effective elastic stiffness and material fracture suppression.

Papers and Preprints

  • C. Obrero, M. Tirfe, C. Lee, S. Saptarshi, C. Rock, K. E. Daniels, K. A. Newhall. Electrical transport in tunably-disordered metamaterials. Physical Review E 112: 035505 (2025) Paper Preprint
  • C. E. Maher, K .A. Newhall. Characterizing the hyperuniformity of disordered network metamaterials Physical Review E PRE 111: 065420 (2025) Paper Preprint
  • K. E. Daniels, C. E. Maher, K. A. Newhall, M. A. Porter, C. D. Rock. Comparing dragonfly wings to jars of marbles through the lens of hyperuniformity. Preprint
  • J. V. Raj, X. Sun, C. E. Maher, K. A. Newhall, M. A. Porter. Local geometric and transport properties of networks that are generated from hyperuniform point patterns. Preprint

Resources

Pinned Loading

  1. config_generation config_generation Public

    Creates point clouds and associated networks

    MATLAB 1

  2. config_resistance config_resistance Public

    Computes effective resistance from the weighted graph Laplacian

    MATLAB

  3. config_stats config_stats Public

    Computes statistics of either point clouds or networks

    Jupyter Notebook

  4. STL_generation_3d STL_generation_3d Public

    STL_generation_3d takes an adjacency matrix and point cloud as inputs (in the CSV or NPY formats) and produces a 3D STL file. Parameters such as beam diameter and sample height are adjustable. Samp…

    Python 2

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