Evidence map›Paper›PMID 42233176›Full record

ArticleSmall methods2026

Accelerated Oxide Materials Discovery Through High-Throughput Synthesis and Characterization.

Qian Du, Renju Lin, Tianyu Zhang, Yan Wang, Wenbo Zhou, Chao Zhang, Chenhao Wu, Kun Yang, Weiran Wei, Wen Shang and 3 more

Abstract read
PubMed Full text at PMC Publisher
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.

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

13 authors.

Qian DuState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0009-0003-5841-2104
Renju LinState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Tianyu ZhangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Yan WangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Wenbo ZhouState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Chao ZhangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Chenhao WuState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Kun YangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Weiran WeiState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Wen ShangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Jianbo WuState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0000-0002-3574-5585
Tao DengState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Wenpei GaoState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0000-0002-2776-2676

Funding

China Postdoctoral Science Foundation 2023M742225LUI Che Woo Talent Development Fund LCW-ZIAS-2026B01National Key Research and Development Project of China 2022YFA1203100National Key Research and Development Project of China 2024YFA1410600National Natural Science Foundation of China 52473237National Natural Science Foundation of China 62174169Xiaomi Foundation
6 · The paper itself

Abstract

Complex oxides host diverse physical phenomena and multifunctional responses, making them central to next-generation information storage, energy conversion, and smart sensing technologies. Among them, pyrochlore dielectrics, characterized by moderate permittivity and low hysteresis loss, are attractive candidates for high-energy-density capacitors. However, conventional trial-and-error strategies for exploring complex oxide phase space remain time-consuming and inefficient, limiting materials discovery. Here, we establish a high-throughput combinatorial workflow that integrates accelerated hydrothermal synthesis, droplet-based transmission electron microscopy sample preparation, and multi-modal phase characterization. Screening sixteen compositional variants resulted in nine distinct phases, including two ion-conducting oxides (Li

Indexed as

complex oxidesCsTa2O6‐Xenergy storagehigh‐throughputpyrochloreSTEM

Identifiers

PMID42233176
PMCPMC13353871

What OpenQuestion holds

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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.