Nanoscale Anisotropy of SWCNTs Promotes Enhanced Diffusion in Heterogeneous Complex Fluids

Abstract Single-walled carbon nanotubes (SWCNTs) are anisotropic nanoparticles with unique mechanical, electrical, and optical properties. These properties have enabled applications in reinforcing nanocomposites, drug delivery, biosensing, and biomedical imaging, where their performance depends on transport through complex fluids. The mechanisms governing SWCNT transport in structured heterogeneous fluids, however, remain poorly understood because of their multiple characteristic length scales that can be smaller than or comparable to the structural length scales of the surrounding fluid. Here, we investigate the dynamics of SWCNTs in semidilute poly(ethylene oxide) solutions by systematically varying polymer concentration and molecular weight. We directly compare their transport with that of spherical nanoparticles (SNPs) with comparable characteristic dimensions to isolate the effect of particle anisotropy. SWCNTs exhibit substantially enhanced diffusivities up to 300× faster than Stokes−Einstein predictions. These deviations emerge at lower polymer molecular weights and are considerably larger than those observed for SNPs. SWCNT dynamics collapse onto a single curve when plotted as a function of the ratio of nanotube length to the polymer correlation length even well into the entangled regime, whereas SNPs exhibit a steeper power-law decrease that reflects coupling to entanglement dynamics. Moreover, SWCNTs exhibit pronounced non-Gaussian distributions of particle displacements, which confirm that SWCNTs experience different viscosities when transporting along or perpendicular to their length. Our results show that the nanoscale diameter of SWCNTs enables them to avoid constraints imposed by the polymer network and that their anisotropic geometry gives rise to distinct coupling to polymer microstructure and multiple diffusive modes. These findings reveal the mechanisms governing enhanced SWCNT transport and non-Gaussian statistics in structured complex media and provide a framework for predicting SWCNT dynamics in soft matter and biological environments.

Authors

Institutions

Publication Details

Journal
ACS Applied Nano Materials
Published
2026-10-07
DOI
https://doi.org/10.1021/acsanm.6c03452
Primary Topic
Carbon Nanotubes in Composites
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nanoscale Anisotropy of SWCNTs Promotes Enhanced Diffusion in Heterogeneous Complex Fluids

Ryan Poling‐Skutvik, Daniel Roxbury, Sepehr Yari, Mohammadjavad Haji Rezaei et al.
ACS Applied Nano Materials
Carbon Nanotubes in Composites
article

Nanoscale Anisotropy of SWCNTs Promotes Enhanced Diffusion in Heterogeneous Complex Fluids

Ryan Poling‐Skutvik, Daniel Roxbury, Sepehr Yari, Mohammadjavad Haji Rezaei, Leila Chowning
article en

Abstract

Abstract Single-walled carbon nanotubes (SWCNTs) are anisotropic nanoparticles with unique mechanical, electrical, and optical properties. These properties have enabled applications in reinforcing nanocomposites, drug delivery, biosensing, and biomedical imaging, where their performance depends on transport through complex fluids. The mechanisms governing SWCNT transport in structured heterogeneous fluids, however, remain poorly understood because of their multiple characteristic length scales that can be smaller than or comparable to the structural length scales of the surrounding fluid. Here, we investigate the dynamics of SWCNTs in semidilute poly(ethylene oxide) solutions by systematically varying polymer concentration and molecular weight. We directly compare their transport with that of spherical nanoparticles (SNPs) with comparable characteristic dimensions to isolate the effect of particle anisotropy. SWCNTs exhibit substantially enhanced diffusivities up to 300× faster than Stokes−Einstein predictions. These deviations emerge at lower polymer molecular weights and are considerably larger than those observed for SNPs. SWCNT dynamics collapse onto a single curve when plotted as a function of the ratio of nanotube length to the polymer correlation length even well into the entangled regime, whereas SNPs exhibit a steeper power-law decrease that reflects coupling to entanglement dynamics. Moreover, SWCNTs exhibit pronounced non-Gaussian distributions of particle displacements, which confirm that SWCNTs experience different viscosities when transporting along or perpendicular to their length. Our results show that the nanoscale diameter of SWCNTs enables them to avoid constraints imposed by the polymer network and that their anisotropic geometry gives rise to distinct coupling to polymer microstructure and multiple diffusive modes. These findings reveal the mechanisms governing enhanced SWCNT transport and non-Gaussian statistics in structured complex media and provide a framework for predicting SWCNT dynamics in soft matter and biological environments.

ACS Applied Nano Materials
University of Rhode Island (US)
Openalex Percentile: Top 27%
Carbon Nanotubes in Composites
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.