Evidence map›Paper›PMID 37960014›Full record

ArticlePolymers2023

Interplay between Shelf Life and Printability of Silica-Filled Suspensions.

Xavier M Torres, John R Stockdale, Santosh Adhikari, Shelbie A Legett, Adam Pacheco, Jesus A Guajardo, Andrea Labouriau

Abstract read
In one paragraph

Article in Polymers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

7 authors.

Xavier M TorresLos Alamos National Laboratory, Los Alamos, NM 87545, USA.ORCID 0000-0002-4948-3686
John R StockdaleLos Alamos National Laboratory, Los Alamos, NM 87545, USA.ORCID 0000-0003-0337-350X
Santosh AdhikariLos Alamos National Laboratory, Los Alamos, NM 87545, USA.
Shelbie A LegettLos Alamos National Laboratory, Los Alamos, NM 87545, USA.ORCID 0000-0002-8523-5209
Adam PachecoLos Alamos National Laboratory, Los Alamos, NM 87545, USA.
Jesus A GuajardoLos Alamos National Laboratory, Los Alamos, NM 87545, USA.
Andrea LabouriauLos Alamos National Laboratory, Los Alamos, NM 87545, USA.ORCID 0000-0001-8033-9132

Funding

United States Department of Energy DE-AC52-06NA25396
6 · The paper itself

Abstract

Although fumed silica/siloxane suspensions are commonly employed in additive manufacturing technology, the interplay between shelf life, storage conditions, and printability has yet to be explored. In this work, direct ink writing (DIW) was used to print unique three-dimensional structures that required suspensions to retain shape and form while being printed onto a substrate. Suspensions containing varying concentrations of hydrophobic and hydrophilic silica were formulated and evaluated over a time span of thirty days. Storage conditions included low (8%) and high (50%) relative humidity and temperatures ranging from 4 °C to 25 °C. The shelf life of the suspensions was examined by comparing the print quality of pristine and aged samples via rheology, optical microscopy, and mechanical testing. Results showed a significant decrease in printability over time for suspensions containing hydrophilic fumed silica, whereas the printability of suspensions containing hydrophobic fumed silica remained largely unchanged after storage. The findings in this work established the following recommendations for extending the shelf life and printability of suspensions commonly used in DIW technology: (1) higher fumed silica concentrations, (2) low humidity and low temperature storage environments, and (3) the use of hydrophobic fumed silica instead of hydrophilic fumed silica.

Indexed as

3D printabilityadditive manufacturingdirect ink writingrheologysilicasiloxane suspensions

Identifiers

PMID37960014
PMCPMC10647575

What OpenQuestion holds

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LicenceCC BY
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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.