Evidence map›Paper›PMID 39122827›Full record

ArticleScientific reports2024

Quantitative evaluation of particle-binder interactions in ceramic slurries via differential centrifugal sedimentation.

Hideaki Nakajima, Toshihiko Ogura, Yuichi Kato, Naoki Kondo, Ryutaro Usukawa, Ryota Watanabe, Kazufumi Kobashi, Toshiya Okazaki

Abstract read
In one paragraph

Article in Scientific reports, 2024. 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. Article
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

8 authors.

Hideaki NakajimaNano Carbon Device Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, 305-8565, Japan. nakajima.h@aist.go.jp.
Toshihiko OguraHealth and Medical Research Institute, National Institute of Advanced Industrial Science and Technology, Tsukuba, 305-8566, Japan.
Yuichi KatoNanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology, Ikeda, 563-8577, Japan.
Naoki KondoMulti-Material Research Institute, National Institute of Advanced Industrial Science and Technology, Nagoya, 463-8560, Japan.
Ryutaro UsukawaMulti-Material Research Institute, National Institute of Advanced Industrial Science and Technology, Nagoya, 463-8560, Japan.
Ryota WatanabeResearch Institute for Sustainable Chemistry, National Institute of Advanced Industrial Science and Technology, Tsukuba, 305-8565, Japan.
Kazufumi KobashiNano Carbon Device Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, 305-8565, Japan.
Toshiya OkazakiNano Carbon Device Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, 305-8565, Japan. toshi.okazaki@aist.go.jp.

Funding

New Energy and Industrial Technology Development Organization JPNP22005
6 · The paper itself

Abstract

In diverse materials science spanning from fine ceramics to lithium-ion batteries and fuel cells, the particle-binder interactions in slurries play a crucial role in governing the ultimate performance. Despite numerous efforts to date, quantitatively elucidating these hidden interactions has remained a longstanding challenge. Here, we demonstrate a dynamic approach to evaluate adsorptive interactions between ceramic particles and polymeric binders entangled in a slurry utilizing differential centrifugal sedimentation (DCS). Particles settling under a centrifugal force field impart significant viscous resistance on the adsorbed binder, leading to its detachment, influenced by particle size and density. This behaviour directly reflects the particle-binder interactions, and detailed DCS spectrum analysis enables the quantitative assessment of nano-Newton-order adsorption forces. An important finding is the strong correlation of these forces with the mechanical properties of the moulded products. Our results provide insight that forming a flexible network structure with appropriate interactions is essential for desirable formability.

Identifiers

PMID39122827
PMCPMC11316082

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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.