Evidence map›Paper›PMID 41993709›Full record

ArticleComputational materials science2026

Nanoasperity-Driven Reinforcement and Viscoelastic Modulation in Polymer Nanocomposites: A Coarse-Grained Molecular Dynamics Study.

Haoyu Wang, Zhangke Yang, Ji Yang, Zhaoxu Meng

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In one paragraph

Article in Computational materials science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. Article
  2. Stochastic Entanglement of Deterministic Origami Tentacles For Robust Robotic Grasping.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
4 · The record

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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

4 authors.

Haoyu WangDepartment of Mechanical Engineering, Clemson University, Clemson, SC, 29634, USA.
Zhangke YangDepartment of Mechanical Engineering, Clemson University, Clemson, SC, 29634, USA.
Ji YangDepartment of Mechanical Engineering, Clemson University, Clemson, SC, 29634, USA.
Zhaoxu MengDepartment of Mechanical Engineering, Clemson University, Clemson, SC, 29634, USA.

Funding

Tissue Structural and Neural Remodeling in Human Sacroiliac JointP20GM121342 · NIGMS · CLEMSON UNIVERSITY · PI Jeryl Jones · 2018 to 2026
$24.7M
NIGMS NIH HHS P20 GM121342
6 · The paper itself

Abstract

Inorganic nanofillers in biological materials often possess irregular geometries and rough surfaces, commonly referred to as nanoasperities, that are thought to enhance reinforcement by increasing interfacial area, resisting interfacial slip, and confining surrounding polymer chains. However, how nanoasperity-driven mechanisms translate into tunable mechanical and viscoelastic responses in engineering polymer nanocomposites remains unclear. In this study, we employ coarse-grained molecular dynamics simulations to systematically investigate the coupled effects of nanofiller surface roughness and interfacial interaction strength on the mechanical behavior of polymethyl methacrylate (PMMA) nanocomposites. The results reveal that nanoasperities induce pronounced polymer confinement whose effectiveness depends critically on both nanoasperity configuration and interfacial interactions. Under strong interfacial interactions, deep nanoasperities enable synergistic mechanical interlocking and interfacial confinement, leading to markedly enhanced load transfer and increased elastic and shear moduli. In contrast, weak interfacial interactions permit interfacial slipping and limit chain confinement, suppressing reinforcement regardless of surface roughness. Viscoelastic analysis further shows that while increasing interfacial strength elevates both storage and loss moduli, the loss tangent is governed by the competition between interfacial confinement and heterogeneous chain dynamics away from the nanofiller surface. Overall, this study demonstrates that nanoasperity-induced reinforcement emerges from the coupled interplay of nanoasperity configuration, interfacial mechanics, and polymer chain dynamics, providing molecular-level design guidelines for designing polymer nanocomposites with tailored stiffness and damping.

Indexed as

coarse-grained molecular dynamicsmechanical reinforcementNanofiller nanoasperitypolymer nanocompositesviscoelastic properties

Identifiers

PMID41993709
PMCPMC13082792

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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.