ArticleScientific reports2025
Triply periodic minimal surfaces for thermo-mechanical protection.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
3 citing papers in PubMed.
- Effective elastic properties and conductivity of minimal surface based stochastic and periodic metamaterials.Scientific reports · 2026Article
- An Overview of Additive Manufacturing of Triply Periodic Minimal Surface (TPMS) Structures.Polymers · 2025Review
- Structural optimization, compressive strength analysis, and application exploration of triply periodic minimal surfaces (TPMS) in interior design.Scientific reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Triply periodic minimal surface (TPMS) metamaterials show promise for thermal management systems but are challenging to integrate into existing packaging with strict mechanical requirements. Composite TPMS lattices may offer more control over thermal and mechanical properties through material and geometric tuning. Here, we fabricate copper-plated, 3D-printed triply periodic minimal surface primitive lattices and evaluate their suitability for battery thermal management systems. We measure the effects of lattice geometry and copper thickness on pressure drop, mechanical properties, and thermal conductivity. The lattices as internal filling structures in a multichannel cold plate exhibited pressure drops under 6.5 kPa at a 1 LPM flow rate. Pressure drop decreased when the number of channels (width of the cold plate) was increased. With a 0.43% copper volume loading, the lattice more than tripled in thermal conductivity but still retained a polymer-like compliance. A higher lattice relative density did not affect the thermal conductivity but caused a higher elastic modulus and compressive strength, and a stiffer cyclic loading response. The lattice design demonstrates that the structural parameters that control pressure drop, mechanical, and thermal conductivity can be decoupled, which can be used to achieve a wide range of disparate properties in complex multiphysics systems.
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Registered trials
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