Evidence map›Paper›PMID 40213354›Full record

ArticleSmall science2021

In Situ and Operando Characterizations of 2D Materials in Electrochemical Energy Storage Devices.

Caixia Meng, Pratteek Das, Xiaoyu Shi, Qiang Fu, Klaus Müllen, Zhong-Shuai Wu

Abstract read
In one paragraph

Article in Small science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Review
  3. A Key to Material's Stability: Tuning Pyrolysis Temperature in SnSSmall (Weinheim an der Bergstrasse, Germany) · 2025
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  7. Review
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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

6 authors.

Caixia MengState Key Laboratory of Catalysis Dalian Institute of Chemical Physics The Chinese Academy of Sciences Dalian 116023 China.
Pratteek DasState Key Laboratory of Catalysis Dalian Institute of Chemical Physics The Chinese Academy of Sciences Dalian 116023 China.
Xiaoyu ShiState Key Laboratory of Catalysis Dalian Institute of Chemical Physics The Chinese Academy of Sciences Dalian 116023 China.
Qiang FuState Key Laboratory of Catalysis Dalian Institute of Chemical Physics The Chinese Academy of Sciences Dalian 116023 China.
Klaus MüllenMax-Planck-Institut für Polymerforschung Ackermannweg 10 Mainz 55128 Germany.
Zhong-Shuai WuState Key Laboratory of Catalysis Dalian Institute of Chemical Physics The Chinese Academy of Sciences Dalian 116023 China.ORCID 0000-0003-1851-4803

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The urgent need of modern society for portable energy-consuming devices has boosted the development of high-power supercapacitors and high-energy batteries. Major prerequisites for augmenting wider practical applications are advanced electrode materials and deeper insights into the underlying electrochemical processes. Owing to their unique physicochemical properties, 2D materials, such as graphene, transition metal carbides, nitrides, and dichalcogenides, hold special promise. Characterizing their behavior under real operating conditions (operando) or at the site of operation (in situ) without disassembling the device helps uncover essential kinetic information, which may, otherwise, be lost. By identifying both harmful and beneficial mechanisms, these in situ and operando characterization techniques allow researchers to alleviate critical issues in existing materials and develop new materials with enhanced properties. Herein, a brief introduction including the preparation and the electrochemical energy storage application of 2D materials is first presented. The main concern, thereby, is the influence of preparation methods on the resulting electrode structure and electrochemical performance. Then, the electrochemical mechanisms underlying the operation of supercapacitors and lithium batteries are discussed in detail. Finally, the perspective and future direction of applying the in situ and operando techniques to model 2D materials in revealing some important processes are highlighted.

Indexed as

2D materialsin situ and operandolithium batteriessupercapacitors

Identifiers

PMID40213354
PMCPMC11935899

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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.