Investigating property-porosity relationships for micro-architected lattice structures

Micro-architected structures are increasingly valued for their light weight and tunable mechanical properties; this class of material includes sheet structures like the Schöen gyroid and beam lattices like the octet. For design purposes, it is critical to understand how to tune the relative density (RD) to obtain desired mechanical properties. This study investigates the mechanical response of Ti-6Al-4V gyroid structures, spanning a broad range of RDs (0.03-0.90), unit cell sizes (1-4 cm), and sheet thicknesses (0.2-7.8 mm). Results demonstrate that the classical Gibson-Ashby power law scaling between RD and modulus and yield stress does not adequately capture the response over a wide range of RDs, nor does it extrapolate correctly to the fully dense solid. Analytical models, in concert with experimental results and high-fidelity finite element calculations, show that the deviation from Gibson-Ashby reflects a transition from structure-dominated to material-dominated behavior. Distinctions are drawn between scaling relationships and property-porosity models, and an analytical model is proposed to better capture the evolution of mechanical properties with RD. These observations are mirrored in other architected topologies, like the octet, and highlight the importance of understanding the relationship between mechanical properties and geometry for design purposes.

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Publication Details

Journal
Scientific Reports
Published
2026-01-16
DOI
https://doi.org/10.1038/s41598-026-35262-6
Primary Topic
Cellular and Composite Structures
Type
article
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article

Investigating property-porosity relationships for micro-architected lattice structures

Brandon Zimmerman, Jonathan Lind, Holly D. Carlton, Mukul Kumar et al.
Scientific Reports
Cellular and Composite Structures
article

Investigating property-porosity relationships for micro-architected lattice structures

Brandon Zimmerman, Jonathan Lind, Holly D. Carlton, Mukul Kumar, James S. Bellino, Justin Kerr
article en

Abstract

Micro-architected structures are increasingly valued for their light weight and tunable mechanical properties; this class of material includes sheet structures like the Schöen gyroid and beam lattices like the octet. For design purposes, it is critical to understand how to tune the relative density (RD) to obtain desired mechanical properties. This study investigates the mechanical response of Ti-6Al-4V gyroid structures, spanning a broad range of RDs (0.03-0.90), unit cell sizes (1-4 cm), and sheet thicknesses (0.2-7.8 mm). Results demonstrate that the classical Gibson-Ashby power law scaling between RD and modulus and yield stress does not adequately capture the response over a wide range of RDs, nor does it extrapolate correctly to the fully dense solid. Analytical models, in concert with experimental results and high-fidelity finite element calculations, show that the deviation from Gibson-Ashby reflects a transition from structure-dominated to material-dominated behavior. Distinctions are drawn between scaling relationships and property-porosity models, and an analytical model is proposed to better capture the evolution of mechanical properties with RD. These observations are mirrored in other architected topologies, like the octet, and highlight the importance of understanding the relationship between mechanical properties and geometry for design purposes.

Scientific ReportsVol. 16(1)
Lawrence Livermore National Laboratory (US), Lawrence Livermore National Security (US)
Openalex Percentile: Top 86%
Cellular and Composite Structures
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Investigating property-porosity relationships for micro-architected lattice structures — Brandon Zimmerman, Jonathan Lind, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS