Evidence map›Paper›PMID 40423147›Full record

ReviewNanomaterials (Basel, Switzerland)2025

Mathematical and Physical Description of Transport Phenomena in Heat Pipes Based on Nanofluids: A Review.

Marina S Astanina, Nikita S Gibanov, Igor V Miroshnichenko, Egor A Tarasov, Mikhail A Sheremet

Abstract readReview
In one paragraph

Review in Nanomaterials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Marina S AstaninaLaboratory on Convective Heat and Mass Transfer, Tomsk State University, 634050 Tomsk, Russia.ORCID 0000-0003-0397-1358
Nikita S GibanovLaboratory on Convective Heat and Mass Transfer, Tomsk State University, 634050 Tomsk, Russia.ORCID 0000-0003-3523-1231
Igor V MiroshnichenkoLaboratory on Convective Heat and Mass Transfer, Tomsk State University, 634050 Tomsk, Russia.
Egor A TarasovLaboratory on Convective Heat and Mass Transfer, Tomsk State University, 634050 Tomsk, Russia.ORCID 0000-0001-6888-7929
Mikhail A SheremetLaboratory on Convective Heat and Mass Transfer, Tomsk State University, 634050 Tomsk, Russia.

Funding

Russian Science Foundation 25-49-00221
6 · The paper itself

Abstract

Heat pipes are highly efficient heat transfer devices relying on phase-change mechanisms, with performance heavily influenced by working fluids and operational dynamics. This review article comprehensively examines hydrodynamics and heat transfer in heat pipes, contrasting conventional working fluids with nanofluid-enhanced systems. In the present work we discuss mathematical models governing fluid flow and heat transfer, emphasizing continuum and porous media approaches for wick structures. Functional dependencies of thermophysical properties (e.g., viscosity, surface tension, thermal conductivity) are reviewed, highlighting temperature-driven correlations and nanofluid modifications. Transport mechanisms within wicks are analyzed, addressing capillary-driven flow, permeability, and challenges posed by nanoparticle integration. Fourth, interfacial phase-change conditions-evaporation and condensation-are modeled, focusing on kinetic theory and empirical correlations. Also, numerical and experimental results are synthesized to quantify performance enhancements from nanofluids, including thermal resistance reduction and capillary limit extension, while addressing inconsistencies in stability and pressure drop trade-offs. Finally, applications spanning electronics cooling, aero-space, and renewable energy systems are evaluated, underscoring nanofluids' potential to expand heat pipe usability in extreme environments. The review identifies critical gaps, such as long-term nanoparticle stability and scalability of lab-scale models, while advocating for unified frameworks to optimize nanofluid selection and wick design. This work serves as a foundational reference for researchers and engineers aiming to advance heat pipe technology through nanofluid integration, balancing theoretical rigor with practical feasibility.

Indexed as

heat pipeheat transfernanofluidsnumerical modelsthermal performance

Identifiers

PMID40423147
PMCPMC12113962

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.