Evidence map›Paper›PMID 40404662›Full record

ArticleNature communications2025

Lab-on-device investigation of phase transition in MoO

Xiaoci Liang, Dongyue Su, Younian Tang, Bin Xi, Chunzhen Yang, Huixin Xiu, Jialiang Wang, Chuan Liu, Mengye Wang, Yang Chai

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 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. Battery-Inspired Electrochemical Synapses for Neuromorphic Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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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

10 authors.

Xiaoci LiangState Key Laboratory of Optoelectronic Materials and Technologies, School of Electronics and Information technology, Sun Yat-Sen University, Guangzhou, China.ORCID http://orcid.org/0000-0002-7421-0153
Dongyue SuState Key Laboratory of Optoelectronic Materials and Technologies, School of Electronics and Information technology, Sun Yat-Sen University, Guangzhou, China.
Younian TangSchool of Materials Science and Engineering, Sun Yat-sen University, Guangzhou, China.
Bin XiSchool of Materials Science and Engineering, Sun Yat-sen University, Guangzhou, China.ORCID http://orcid.org/0000-0001-8189-6475
Chunzhen YangSchool of Materials, Sun Yat-Sen University, Shenzhen, China.ORCID http://orcid.org/0000-0002-0487-0420
Huixin XiuSchool of Materials Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.ORCID http://orcid.org/0000-0002-8475-0516
Jialiang WangDepartment of Applied Physics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.ORCID http://orcid.org/0000-0003-0199-3094
Chuan LiuState Key Laboratory of Optoelectronic Materials and Technologies, School of Electronics and Information technology, Sun Yat-Sen University, Guangzhou, China. liuchuan5@mail.sysu.edu.cn.ORCID http://orcid.org/0000-0002-0695-592X
Mengye WangSchool of Materials, Sun Yat-Sen University, Shenzhen, China. wangmengye@mail.sysu.edu.cn.ORCID http://orcid.org/0000-0002-8797-8196
Yang ChaiDepartment of Applied Physics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China. ychai@polyu.edu.hk.ORCID http://orcid.org/0000-0002-8943-0861

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precise tuning of phase transition material properties enables multifunctional devices for information processing and energy conversion, but controlling on-device phase transitions and monitoring microscopic mechanisms remains challenging. Here, we develop a lab-on-device system for molybdenum oxide to probe operando hydrogenation mechanisms through in situ electrical and spectral characterization with density functional theory calculations, revealing threshold-driven proton dynamics that govern the transition between nonvolatile memory operation and catalytic hydrogen evolution. Moderate proton intercalation (flux < 10

Identifiers

PMID40404662
PMCPMC12098734

What OpenQuestion holds

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Registered trials

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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.