Evidence map›Paper›PMID 41832147›Full record

ArticleNature communications2026

Revealing multiscale competing processes in the solid-state synthesis of single-crystalline layered oxide positive electrodes.

Zhichen Xue, Tianxiao Sun, Sreevishnu Oruganti, Xiaojing Huang, Dilworth Y Parkinson, Yong S Chu, Piero Pianetta, Mingyuan Ge, Yijin Liu

Abstract read
PubMed Full text at PMC Publisher
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. Review
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

9 authors.

Zhichen Xue *Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA, USA.ORCID http://orcid.org/0000-0003-1511-1777
Tianxiao Sun *Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX, USA. tianxiao.sun@utexas.edu.ORCID http://orcid.org/0000-0002-1987-3915
Sreevishnu OrugantiDepartment of Aerospace Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
Xiaojing HuangNational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, USA.ORCID http://orcid.org/0000-0001-6034-5893
Dilworth Y ParkinsonAdvanced Light Source Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID http://orcid.org/0000-0002-1817-0716
Yong S ChuNational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, USA.
Piero PianettaStanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA, USA.ORCID http://orcid.org/0000-0002-4834-6014
Mingyuan GeNational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, USA. mingyuan@bnl.gov.ORCID http://orcid.org/0000-0001-5682-7443
Yijin LiuWalker Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX, USA. liuyijin@utexas.edu.ORCID http://orcid.org/0000-0002-8417-2488

Funding

National Science Foundation (NSF) CBET-2349665
6 · The paper itself

Abstract

Solid-state synthesis involves a web of coupled chemical reactions and physical changes that unfold across multiple scales. Efforts to fine-tune its parameters have historically followed heuristic, trial-driven workflows that demand significant time and resources. In this study, we aimed to open this black box by employing multiscale in situ synchrotron imaging and diffraction. Using LiNi

Identifiers

PMID41832147
PMCPMC13136369

What OpenQuestion holds

Textmetadata
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.