Evidence map›Paper›PMID 42598214›Full record

ArticleMacromolecules2026

On Void Formation during the Simulated Tensile Testing of Polymer-Filler Particle Composites.

John J Karnes, Supun S Mohottalalage, Amitesh Maiti, Andrew P Saab, Todd H Weisgraber

Abstract read
In one paragraph

Article in Macromolecules, 2026. 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

5 authors.

John J KarnesLawrence Livermore National Laboratory 5000 East Ave., Livermore, California 94550, United States.ORCID https://orcid.org/0000-0002-2917-8406
Supun S MohottalalageLawrence Livermore National Laboratory 5000 East Ave., Livermore, California 94550, United States.
Amitesh MaitiLawrence Livermore National Laboratory 5000 East Ave., Livermore, California 94550, United States.
Andrew P SaabLawrence Livermore National Laboratory 5000 East Ave., Livermore, California 94550, United States.
Todd H WeisgraberLawrence Livermore National Laboratory 5000 East Ave., Livermore, California 94550, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We simulate model polymer composites composed of linear polymer strands and spherical, monodisperse filler particles (FP). These molecular dynamics simulations implement a coarse-grained, bead-spring force field, and we vary several formulation parameters to study their influences on material properties. These parameters include FP radius, FP volume fraction, temperature, and the polymer-polymer, FP-FP, and polymer-FP interaction potentials. Uniaxial extension of the simulation cells allows direct comparison of the mechanical reinforcement (or weakening) provided by the FP. We focus on the formation of microscopic voids during simulated tensile testing of glassy polymer composites and quantify how the characteristic spatial and morphological arrangement of these voids varies as a function of the interaction potentials used in the simulations. We discuss the implications for polymer composite design and formulation, specifically observing that an interaction scenario with a repulsive polymer-FP cross-interaction produces additional mechanical reinforcement above the glass transition temperature (

Identifiers

PMID42598214
PMCPMC13472198

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.