Evidence map›Paper›PMID 42610539›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

A Dispersant-Driven Carbon-Binder Domains Homogeneity in High-Energy-Density Electrodes for Lithium-Ion Batteries.

Da-Sol Kwon, Min Young Seo, Jinho Ahn, Yea-Ji Jeong, Woohyeon Shin, Wonseok Ko, Min Jeong Kim, Jiny Lee, Won-Yong Jeon, Min-Jae Choi and 8 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

18 authors.

Da-Sol KwonEnergy Storage Research Center, Korea Institute of Science and Technology (KIST), Seongbuk-gu, Seoul, Republic of Korea.
Min Young SeoDepartment of Materials Science and Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea.ORCID https://orcid.org/0009-0009-3250-0783
Jinho AhnDepartment of Energy Science, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea.
Yea-Ji JeongDepartment of Chemical and Biochemical Engineering, Dongguk University, Jung-gu, Seoul, Republic of Korea.
Woohyeon ShinEnergy Storage Research Center, Korea Institute of Science and Technology (KIST), Seongbuk-gu, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0001-6319-4226
Wonseok KoDepartment of Energy Science, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea.
Min Jeong KimEnergy Storage Research Center, Korea Institute of Science and Technology (KIST), Seongbuk-gu, Seoul, Republic of Korea.
Jiny LeeEnergy Storage Research Center, Korea Institute of Science and Technology (KIST), Seongbuk-gu, Seoul, Republic of Korea.ORCID https://orcid.org/0009-0006-2787-1035
Won-Yong JeonDepartment of Chemical and Biochemical Engineering, Dongguk University, Jung-gu, Seoul, Republic of Korea.
Min-Jae ChoiDepartment of Advanced Materials Science and Engineering, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-6699-1703
Kwang In KimBattery Materials R&D Center, Hansol Chemical, Iksan-si, Jeonbuk-do, Republic of Korea.
Jin Ju EomBattery Materials R&D Center, Hansol Chemical, Iksan-si, Jeonbuk-do, Republic of Korea.
Sang Yeop OhBattery Materials R&D Center, Hansol Chemical, Iksan-si, Jeonbuk-do, Republic of Korea.
Honghee LeeMultiphysics Digital Twin Lab, TRINITY Engineering Co., Ltd., Busan, Republic of Korea.
Joona BangDepartment of Chemical and Biological Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0002-2301-6190
Jongsoon KimDepartment of Energy Science, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-7651-5516
YongJoo KimDepartment of Materials Science and Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0002-6037-7243
Jung-Keun YooEnergy Storage Research Center, Korea Institute of Science and Technology (KIST), Seongbuk-gu, Seoul, Republic of Korea.ORCID https://orcid.org/0009-0005-9225-8782

Funding

Korea government 2022M3H4A6A0103720142Korea government RS-2025-02218301National Research Foundation of Korea
6 · The paper itself

Abstract

Achieving high energy density in lithium-ion batteries (LIBs) requires electrodes with a high fraction of active materials. An extreme reduction of inactive components such as conductive additives and binders can limit electron transport and undermine electrode integrity, thereby deteriorating the electrochemical performance. To address these limitations, the formation of a well-structured carbon-binder domain (CBD) through effective dispersion of binder and conductive additives is crucial. Herein, we tune component compatibility in polyvinylidene fluoride (PVDF)-carbon nanotubes (CNTs) systems using an aromatic-functionalized polyacrylate (AFPA), which enhances π-π interactions with CNTs and improve PVDF affinity. This approach promotes uniform binder distribution and enhances transport pathways, affecting the crystalline phase and reinforcing mechanical cohesion within the CBD. AFPA stabilizes PVDF in the α-phase, whereas conventional hydrogenated nitrile butadiene rubber (HNBR) exhibits poor compatibility, leading to phase separation and β-phase formation. This structural optimization facilitates interconnected electron/ion pathways and well-connected pores under reduced inactive content and high mass loading. As a result, the AFPA-based electrode delivers superior electrochemical performance even at a CNT content as low as 0.425 wt%. These findings establish CBD microstructural control as a key design parameter for achieving high-energy-density electrodes with minimized inactive content, providing a pathway toward next-generation LIBs.

Indexed as

carbon‐binder domaincarbon nanotubedispersanthigh energy densitylithium‐ion batteries

Identifiers

PMID42610539
PMCPMC13483137

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.