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February 6, 2026Energies5 citationsOpen Access

Use of Triply Periodic Minimal Surface Lattices for Heat Transfer Applications: A Systematic Literature Investigation

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LSLaura Maria Borges SavoldiACA. CammiWFWilliam Ferretto

Key Points

  • This research aims to systematically review the integration of triply periodic minimal surface lattices in heat transfer applications.
  • Adapts the APISSER framework for systematic literature review
  • Covers 170 peer-reviewed articles from 2000-2024
  • Analyzes factors like application domain, topology, and working fluids
  • Identifies methodologies for modeling heat transfer in TPMS lattices
  • Numerical studies are predominant in the literature
  • Gyroid and Diamond topologies are most frequently analyzed
  • Models often treated as porous media for pressure drop estimates
  • Water and air are the primary working fluids
  • Turbulence modeling is mainly based on RANS approaches

Abstract

The scientific interest in Triply Periodic Minimal Surface (TPMS) lattices for thermal applications has grown exponentially in recent years, largely driven by the advances in additive manufacturing. However, the lack of a transparent and reproducible selection methodology in previously published reviews hinders the clarity and comparability of findings. This paper adopts and customizes the APISSER framework, a structured and repeatable method that guides literature reviews through five steps: defining research questions, identifying sources, screening studies, extracting data, and reporting results. This approach is applied to investigate the use of TPMS lattices in heat-transfer applications, including heat sinks and heat exchangers. The study covers 170 peer-reviewed journal articles from 2000 to 2024, analyzing key aspects such as application domain, topology, working fluid, flow regime, additive manufacturing method, and numerical modeling details. Results show a predominance of numerical studies, with the Gyroid and Diamond topologies being the most investigated. These structures are frequently modeled as porous media, especially for estimating pressure drops, although detailed thermal analysis often relies on full-resolution geometries. Water and air are the most common working fluids, while turbulence modeling remains limited to RANS approaches. The structured methodology adopted ensures high reproducibility and provides a quantitative foundation for addressing the identified knowledge gaps, guiding future experimental and computational research.

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Cite This Study

Savoldi et al. (2026) studied this question.

synapsesocial.com/papers/698585bd8f7c464f230095fbhttps://doi.org/10.3390/en19030833
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