Structural and Mechanical Dynamics of Polymer Membranes Across Multilength Scales

Understanding the mechanical and structural evolution of polymer membranes under heat and strain is important for many applications. Conventional techniques, such as dynamic mechanical analysis provide bulk mechanical information but lack the spatial resolution to capture localized variations. Similarly, X-ray diffraction spectroscopy effectively probes long-range order but has limited capability in analyzing amorphous polymer structures. Herein, we reveal the importance of mechanical and structural analyses across multilength scales. We unveiled the opposite trend in surface-to-bulk mechanical behavior of polymer membranes, necessitating the investigation of both regions to fully capture their functional behavior. We mapped nanoscale mechanical inhomogeneities across membrane surfaces with in situ atomic force microscopy quantitative nanomechanics. Further, we uncovered structural irregularities across both short- and long-range order using in situ small- and wide-angle scattering spectroscopies. We investigate key structural parameters and describe density variations in amorphous domains. Molecular dynamics simulations corroborate with the observed structural and mechanical properties at the molecular level. Our multilength-scale characterization strategy provides a robust framework for elucidating structure-property relationships from macroscopic to molecular levels. The approach is generalizable to other systems such as films, fibers, and two-dimensional materials, enabling new insights into their dynamic properties.

Authors

Institutions

Publication Details

Journal
Advanced Science
Published
2026-01-20
DOI
https://doi.org/10.1002/advs.202521391
Primary Topic
Nanopore and Nanochannel Transport Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Structural and Mechanical Dynamics of Polymer Membranes Across Multilength Scales

Rifan Hardian, Mario Lanza, Hakkim Vovusha, György Székely et al.
Advanced Science
Nanopore and Nanochannel Transport Studies
article

Structural and Mechanical Dynamics of Polymer Membranes Across Multilength Scales

Rifan Hardian, Mario Lanza, Hakkim Vovusha, György Székely, Yue Yuan, Changxia Shi, Eugene Y.‐X. Chen
article en

Abstract

Understanding the mechanical and structural evolution of polymer membranes under heat and strain is important for many applications. Conventional techniques, such as dynamic mechanical analysis provide bulk mechanical information but lack the spatial resolution to capture localized variations. Similarly, X-ray diffraction spectroscopy effectively probes long-range order but has limited capability in analyzing amorphous polymer structures. Herein, we reveal the importance of mechanical and structural analyses across multilength scales. We unveiled the opposite trend in surface-to-bulk mechanical behavior of polymer membranes, necessitating the investigation of both regions to fully capture their functional behavior. We mapped nanoscale mechanical inhomogeneities across membrane surfaces with in situ atomic force microscopy quantitative nanomechanics. Further, we uncovered structural irregularities across both short- and long-range order using in situ small- and wide-angle scattering spectroscopies. We investigate key structural parameters and describe density variations in amorphous domains. Molecular dynamics simulations corroborate with the observed structural and mechanical properties at the molecular level. Our multilength-scale characterization strategy provides a robust framework for elucidating structure-property relationships from macroscopic to molecular levels. The approach is generalizable to other systems such as films, fibers, and two-dimensional materials, enabling new insights into their dynamic properties.

Advanced ScienceVol. 13(17)
National University of Singapore (SG), King Abdullah University of Science and Technology (SA), Colorado State University (US)
U.S. Department of Energy, Colorado State University, King Abdullah University of Science and Technology, Office of Energy Efficiency and Renewable Energy, Bioenergy Technologies Office, Office of Energy Efficiency, National Renewable Energy Laboratory
Openalex Percentile: Top 83%
Nanopore and Nanochannel Transport Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.