Evidence map›Paper›PMID 42268212›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Compact Solvation Enables Sub-Minute Sodium-Ion Storage: A Data-Driven Perspective.

Mingxu Wang, Chenyu Tang, Jinyu Yang, Ziyue Li, Hao Du, Qin Li, Haoran Ji, Xinjie Li, Yan Lu, Fang Fang and 3 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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.

Mingxu WangCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.
Chenyu TangShanghai Artificial Intelligence Laboratory, Shanghai, P. R. China.
Jinyu YangCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.
Ziyue LiCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.
Hao DuShanghai Artificial Intelligence Laboratory, Shanghai, P. R. China.
Qin LiCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.
Haoran JiCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.
Xinjie LiCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.
Yan LuShanghai Artificial Intelligence Laboratory, Shanghai, P. R. China.
Fang FangCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.ORCID https://orcid.org/0000-0003-4717-1037
Mao SuShanghai Artificial Intelligence Laboratory, Shanghai, P. R. China.
Jiafeng RuanCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.
Fei WangCollege of Smart Materials and Future Energy, Fudan University, Shanghai, P. R. China.ORCID https://orcid.org/0000-0002-2057-5130

Funding

National Key Research and Development Program of China 2021YFA1201900National Natural Science Foundation of China 52103335National Natural Science Foundation of China 52261135631Science and Technology Commission of Shanghai Municipality 23TS1401700Shanghai Pilot Program for Basic Research - Fudan University 21TQ1400100
6 · The paper itself

Abstract

Extremely fast charging (XFC) of batteries holds significant importance in the era of intelligent technologies, yet the intricate role of electrolyte properties in determining XFC behavior remains obscure. Furthermore, conventional theories and in situ characterization techniques fails to elucidate electrochemical behaviors under sub-minute-level charging conditions. Herein, we report a data-driven approach for analyzing the effect of each independent physical and solvation property on sub-minute-level sodium-ion storage behavior. Causal graph analysis reveals that the size of the solvation clusters shows the strongest negative correlation with ultrafast Na

Indexed as

compact solvationdata‐drivenextremely fast chargegraphiteNa+‐solvent co‐intercalationsub‐minute

Identifiers

PMID42268212
PMCPMC13361160

What OpenQuestion holds

Textmetadata
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.