Evidence map›Paper›PMID 39951508›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Bioinspired energy-free temperature gradient regulator for significant enhancement of thermoelectric conversion efficiency.

Haohan Tan, Yuqian Zhao, Peng Jin, Xiang Xu, Xinchen Zhou, Fabio Marchesoni, Jiping Huang

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Learning to reverse thermal diffusion.National science review · 2026
    Article
  3. Article
  4. Review
  5. Controlling transient and coupled diffusion with pseudoconformal mapping.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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

7 authors.

Haohan TanDepartment of Physics, State Key Laboratory of Surface Physics, and Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Fudan University, Shanghai 200438, China.
Yuqian ZhaoDepartment of Physics, State Key Laboratory of Surface Physics, and Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Fudan University, Shanghai 200438, China.
Peng JinDepartment of Physics, State Key Laboratory of Surface Physics, and Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Fudan University, Shanghai 200438, China.ORCID 0000-0002-4440-5240
Xiang XuKey Lab of Smart Prevention and Mitigation of Civil Engineering Disasters of the Ministry of Industry and Information Technology, Key Lab of Structures Dynamic Behavior and Control of the Ministry of Education, Harbin Institute of Technology, Harbin 150090, China.
Xinchen ZhouSchool of Mechanical Engineering, Institute of Refrigeration and Cryogenics, Engineering Research Center of Solar Power and Refrigeration (Ministry of Education), Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0001-9867-0528
Fabio MarchesoniShanghai Key Laboratory of Special Artificial Microstructure Materials and Technology, School of Physics Science and Engineering, Tongji University, Shanghai 200092, China.
Jiping HuangDepartment of Physics, State Key Laboratory of Surface Physics, and Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Fudan University, Shanghai 200438, China.ORCID 0000-0002-3617-3275

Funding

Innovation Program of Shanghai Municipal Education Commission 2023ZKZD06MOST | National Natural Science Foundation of China (NSFC) 12035004MOST | National Natural Science Foundation of China (NSFC) 12320101004MOST | National Natural Science Foundation of China (NSFC) 12350710786Postdoctoral Fellowship Program of the China Postdoctoral Science Foundation GZB20240429
6 · The paper itself

Abstract

Enhancing thermoelectric conversion efficiency (TCE) is pivotal for advancing global energy conservation and emission reduction initiatives. Traditional approaches primarily focus on microscopic strategies such as bandgap engineering, chemical potential adjustments, and entropy engineering. However, these methods face substantial limitations in practical applications due to challenging material property requirements. Additionally, the efficiencies achieved remain modest, constrained by the interdependent nature of electrical and thermal conductivities, which typically vary concurrently. Inspired by the thermoregulation mechanisms in biological organisms, we propose here a macroscopic strategy based on an expanded-plane (EP) meta-structure. Such a meta-structure, of the thermal gradient regulator type, exploits the temperature gradient concentrating effect to significantly boost TCE. We prove, both numerically and experimentally, how the proposed device can achieve temperature gradient concentration under diverse conditions. Remarkably, under undistorted temperature background conditions, we measured an striking efficiency enhancement of [Formula: see text]. This work highlights the EP thermal gradient regulator's ability to boost thermoelectric efficiency, valuable across domains: aiding efficient chip cooling in microelectronics and powering wearable medical devices.

Indexed as

concentrating effectinput heat flowoutput powerStegosaurusthermal metamaterials

Identifiers

PMID39951508
PMCPMC11848425

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.