Evidence map›Paper›PMID 42291254›Full record

ReviewiScience2026

Inorganic thermoelectric thin films: From synthesis to application.

Teng Wang, Fan Sun, Jae Sung Son

Abstract readReview
In one paragraph

Review in iScience, 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

3 authors.

Teng WangAcademy for Advanced Interdisciplinary Studies, Northeast Normal University, Changchun 130024, China.
Fan SunAcademy for Advanced Interdisciplinary Studies, Northeast Normal University, Changchun 130024, China.
Jae Sung SonDepartment of Chemical Engineering, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thermoelectric technologies constitute a sustainable paradigm for waste heat recovery. Inorganic thermoelectric thin films, leveraging low-dimensional transport phenomena and tunable physical properties, have emerged as premier candidates for flexible, miniaturized electronics. This review introduces various fabrication methodologies-including atomic layer deposition, molecular beam epitaxy, chemical vapor deposition, magnetron sputtering, and solution-based processing-elucidating their operational principles, comparative advantages, and inherent limitations. Subsequently, the deployment of these films in power generation and active cooling is discussed, emphasizing innovations in architectural design and mechanical properties. Finally, we outline promising research directions, including the convergence of hybrid fabrication strategies, artificial intelligence-driven optimization, and multifunctional device engineering for advancing thermoelectric thin films. Collectively, these developments signal a pathway toward next-generation thin-film flexible electronic systems that are both self-powered and thermally regulated.

Indexed as

ChemistryMaterials sciencePhysics

Identifiers

PMID42291254
PMCPMC13264104

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.