Evidence map›Paper›PMID 41304053›Full record

ReviewMaterials (Basel, Switzerland)2025

Recent Developments in Novel TPMS Lattice Materials: Design Optimization, Performance Control, and Applications in Biomimetic Scaffolds.

Syed Zahid Ahmad, Muhammad Hassan Masood, Muhammad Umar Khattab, Syed Sulman Ahmad, Syed Asad Ali Zaidi, Sohaib Z Khan

Abstract readReview
In one paragraph

Review in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Syed Zahid AhmadSchool of Mechanical, Aerospace and Manufacturing Engineering, University of Connecticut, Storrs, CT 06269, USA.ORCID 0009-0006-9558-1558
Muhammad Hassan MasoodDepartment of Mechanical Engineering, National University of Sciences and Technology, Islamabad 44000, Pakistan.ORCID 0009-0007-1198-0904
Muhammad Umar KhattabDepartment of Mechanical Engineering, National University of Sciences and Technology, Islamabad 44000, Pakistan.
Syed Sulman AhmadDepartment of Mechanical Engineering, University of Washington, Room G33, 3900 E Stevens Way NE, Seattle, WA 98195, USA.ORCID 0000-0002-7581-598X
Syed Asad Ali ZaidiDepartment of Mechanical Engineering, Islamic University of Madinah, Madinah 42351, Saudi Arabia.ORCID 0000-0001-5457-5684
Sohaib Z KhanDepartment of Mechanical Engineering, Islamic University of Madinah, Madinah 42351, Saudi Arabia.ORCID 0000-0001-9023-2689

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Triply Periodic Minimal Surfaces (TPMSs) are mathematically defined surfaces that exhibit periodicity in three dimensions while maintaining a minimal surface property. TPMS-based lattices have gained significant attention in recent years, fueled by advancements in Additive Manufacturing (AM). These structures exhibit exceptional mechanical, thermal, and mass transfer properties, positioning them as a promising class of next-generation materials. However, fully leveraging their potential requires a comprehensive understanding of their design, properties, optimization, and applications. Given the hierarchical nature of TPMSs, achieving optimal performance requires multiscale optimization at the macro- and micro-levels. Addressing these complexities requires advanced computational methods to balance structural integrity and functional performance. In this narrative review, design strategies like functional grading and hybridization to create optimized TPMS-based lattices are summarized. Herein, the performance of such lattices in the mechanical, thermal, and mass transfer domains is focused upon. The role of topology optimization (TO) in the creation of architectured materials for specific application is discussed along with the emerging integration of machine learning. Furthermore, multidisciplinary applications of TPMS structures are examined, particularly in heat sinks, interpenetrating phase composites (IPCs), and biomimetic scaffolds, with their potential to enhance heat dissipation, structural resistance, and biomimicry of biological scaffolds. In addition, various additive manufacturing technologies for fabricating TPMS structures are reviewed, emphasizing how additive manufacturing allows high reproducibility construction of their complex geometry in a precise manner. Further unexplored areas of research are also discussed.

Indexed as

biomimetic scaffoldsdesign methodsheat sinksIPCsmanufacturingmulti-scale optimizationtopology optimizationTPMS applicationsTPMS scaffolds

Identifiers

PMID41304053
PMCPMC12654865

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.