Evidence map›Paper›PMID 42517286›Full record

ArticleSmall methods2026

Device-Level ZT Correlation for Validating Single-Leg Efficiency in GeTe Thermoelectrics.

Yi-Hsuan Lai, Cheng-Xiu Liu, Kuang-Kuo Wang, Nien-Ti Tsou, G Jeffrey Snyder, Hsin-Jay Wu

Abstract read
In one paragraph

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

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yi-Hsuan LaiDepartment of Materials Science and Engineering, National Taiwan University, Taipei, Taiwan.
Cheng-Xiu LiuDepartment of Materials Science and Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.
Kuang-Kuo WangDepartment of Materials and Optoelectronic Science, National Sun Yat-Sen University, Kaohsiung, Taiwan.
Nien-Ti TsouDepartment of Materials Science and Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.
G Jeffrey SnyderDepartment of Materials Science and Engineering, Northwestern University, Evanston, Illinois, USA.ORCID https://orcid.org/0000-0003-1414-8682
Hsin-Jay WuDepartment of Materials Science and Engineering, National Taiwan University, Taipei, Taiwan.

Funding

National Science and Technology Council NSTC 111-2628-E-002-024-MY4National Science and Technology Council NSTC 112-2223-E-002-021-MY5
6 · The paper itself

Abstract

Although numerous high-zT GeTe systems have been reported, the correlation between zT and conversion efficiency η remains poorly defined. Reporting peak or even average zT often leads to an overestimation of η as these metrics assume temperature-independent transport properties-an unrealistic simplification. In 2017, the thermoelectric device ZT for a single material (making either n- or p-type leg) was introduced to evaluate the maximum efficiency of a thermoelectric leg with temperature-dependent properties. This work provides an experimental validation of Device ZT as a practical metric for predicting thermoelectric conversion efficiency. By combining calibrated single-leg efficiency measurements, heat-flow analysis, and finite-element simulations, we establish a direct correlation between material transport properties, Device zT, and experimentally measured device performance. The CuSb-GeTe leg achieves an efficiency of 5.4% at ΔT = 400 K, while conventional zT

Indexed as

conversion efficiencydevice ZTfinite element modelingGeTe‐based thermoelectricsheat flow analysis

Identifiers

PMID42517286
PMCPMC13555653

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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.