Evidence map›Paper›PMID 42664355›Full record

ReviewScience advances2026

Visualizing interfacial thermal resistance in two-dimensional material-polymer composites from measurement to mechanistic understanding.

Zihang Li, Xiayan Zhang, Jialu Liu, Rongjing Miao, Guoqing Zhang, Shengwei Kong, Mingyu Sun, Jia Wang, Jianping Chen, Xinjian Shi

Abstract readReview
In one paragraph

Review in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Zihang LiNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.ORCID 0009-0001-0903-0789
Xiayan ZhangNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.ORCID 0009-0007-3216-3698
Jialu LiuNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.
Rongjing MiaoNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.
Guoqing ZhangNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.
Shengwei KongNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.
Mingyu SunNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.
Jia WangNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.
Jianping ChenNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.ORCID 0009-0009-2327-2694
Xinjian ShiNational and Local Joint Engineering Research Center for Applied Technology of Hybrid Nanomaterials, School of Nanoscience and Materials Engineering, Henan University, Kaifeng 475004, China.ORCID 0000-0002-1998-6936

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Two-dimensional (2D) material-based polymer composites are promising for advanced thermal management because of their mechanical robustness, electrical insulation, and structural tunability. However, their effective thermal conductivity remains far below the intrinsic potential of 2D fillers, primarily because of pronounced interfacial thermal resistance (ITR) at filler-polymer interfaces. This disparity indicates that heat transport is governed not only by filler properties but also by interfacial phonon transfer, local coupling, and structural heterogeneity across multiple length scales. Multiscale models, molecular dynamics simulations, and first-principles calculations have identified phonon spectral mismatch, interfacial disorder, weak bonding, and nonequilibrium energy transfer as key limitations on cross-interface heat flow. However, experiments often rely on spatially averaged thermal parameters, obscuring localized heat flow pathways and structure-dependent transport behavior. Visualization-based methods, including infrared thermography, luminescent thermal probes, scanning thermal microscopy, and advanced electron microscopy, bridge macroscopic thermal measurements with microscopic interfacial mechanisms. These approaches recast ITR from an indirectly inferred parameter into a spatially resolved, temporally trackable, and structurally interpretable transport process. By integrating visualization with multiscale thermal transport theory, this review defines the applicable length scales, mechanistic capabilities, and limitations of current methods and establishes a process-level framework for understanding ITR in 2D material-polymer composites. ITR is thus treated as a heterogeneous and structurally tunable phenomenon rather than a fixed scalar quantity. Future progress will depend on correlative, operando, and model-coupled visualization strategies that quantify dynamic interfacial heat transport under realistic conditions and guide rational composite design.

Identifiers

PMID42664355
PMCPMC13524061

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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.