Evidence map›Paper›PMID 41611684›Full record

ArticleNature communications2026

Fatigue resistant elastocaloric effect in TiNi via texture-precipitate synergy.

Xu Li, Qianglong Liang, Chuanxin Liang, Dong Wang, Suzhi Li, Xiangdong Ding

Abstract read
In one paragraph

Article in Nature communications, 2026. 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

6 authors.

Xu Li *State Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Qianglong Liang *State Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi, China. liangqianglong@xjtu.edu.cn.ORCID http://orcid.org/0000-0002-0667-4263
Chuanxin LiangState Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Dong WangState Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi, China.ORCID http://orcid.org/0000-0001-6009-166X
Suzhi LiState Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi, China.ORCID http://orcid.org/0000-0003-1113-6555
Xiangdong DingState Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi, China. dingxd@xjtu.edu.cn.

Funding

National Natural Science Foundation of China (National Science Foundation of China) 52201228National Natural Science Foundation of China (National Science Foundation of China) W2411048
6 · The paper itself

Abstract

Shape memory alloys with both a large elastocaloric effect and exceptional fatigue resistance are key candidates for next-generation solid-state cooling technologies. Here, we report a textured TiNi alloy containing engineered Ti₄Ni₂O precipitates, fabricated via controlled directional solidification, that achieves a large adiabatic temperature change of -15.9 K after 10 million compressive cycles. Microstructural analyses reveal columnar B2 grains aligned with the solidification direction and a uniform dispersion of high-density Ti₄Ni₂O precipitates. A strong crystallographic texture is observed, enabling a large transformation strain of over 6% under compressive loading, as mapped by digital image correlation. In-situ loading X-ray diffraction confirms a continuous increase in intensity of B19' martensite under stress, while in-situ cooling transmission electron microscopy captures numerous nucleation and progressive growth of the B19' martensite from B2/Ti₄Ni₂O interfaces. High-resolution TEM further reveals localized lattice distortions at these interfaces, promoting directional and confined growth of B19' martensite. This progressive transformation, which preserves functional reversibility, combined with the mutual texture-precipitate architecture that enhances mechanical stability, gives rise to ultrahigh fatigue life. These findings highlight the promise of textured TiNi with tailored precipitate architecture for long-term elastocaloric applications and provide a design strategy for developing fatigue-resistant SMAs through microstructural and textural engineering.

Identifiers

PMID41611684
PMCPMC12957357

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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.