Universal progression of structure and dynamics in colloidal nanocrystal gels during salt-accelerated aging

Controlling the structure and function of colloidal gels requires a detailed understanding of how the various components govern network formation and aging. In particular, molecular additives like salts are widely used to tune interparticle interactions, yet their influence on gelation pathways in complex systems such as colloidal nanocrystal gels remains inadequately understood. Here, we investigate how noncoordinating salts modulate the evolution of gels formed using chemically linked tin-doped indium oxide nanocrystals. Through combined structural, dynamic, and kinetic analyses, we demonstrate that increasing salt concentration accelerates gelation. When rescaled by salt-dependent characteristic times, the evolution collapses onto universal trajectories, revealing a time-salt superposition principle. The universality extends across length scales, suggesting a consistent salt-dependent mechanism that controls both local structuring and macroscopic network formation. This observed salt modulation of structure and dynamics provides a predictive basis for controlling the kinetics of nonequilibrium nanocrystal gel assembly, enhancing the rational design of functional nanomaterials with tunable properties.

Authors

Institutions

Publication Details

Journal
Science Advances
Published
2026-03-13
DOI
https://doi.org/10.1126/sciadv.aec4820
Primary Topic
Material Dynamics and Properties
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Universal progression of structure and dynamics in colloidal nanocrystal gels during salt-accelerated aging

Jennifer Oberländer, Allison Green, Andrei Fluerasu, Charles K. Ofosu et al.
Science Advances
Material Dynamics and Properties
article

Universal progression of structure and dynamics in colloidal nanocrystal gels during salt-accelerated aging

Jennifer Oberländer, Allison Green, Andrei Fluerasu, Charles K. Ofosu, Eric V. Anslyn, Thomas M. Truskett, Tsung-Lun Lee, Diana L. Conrad, Dingwen Qian, Qingteng Zhang, Felix Lehmkühler, William Brackett, Suresh Narayanan, J. S. Choi, Anna Bessmertnaya, Delia J. Milliron, Jiho Kang, Miaoqi Chu
article en

Abstract

Controlling the structure and function of colloidal gels requires a detailed understanding of how the various components govern network formation and aging. In particular, molecular additives like salts are widely used to tune interparticle interactions, yet their influence on gelation pathways in complex systems such as colloidal nanocrystal gels remains inadequately understood. Here, we investigate how noncoordinating salts modulate the evolution of gels formed using chemically linked tin-doped indium oxide nanocrystals. Through combined structural, dynamic, and kinetic analyses, we demonstrate that increasing salt concentration accelerates gelation. When rescaled by salt-dependent characteristic times, the evolution collapses onto universal trajectories, revealing a time-salt superposition principle. The universality extends across length scales, suggesting a consistent salt-dependent mechanism that controls both local structuring and macroscopic network formation. This observed salt modulation of structure and dynamics provides a predictive basis for controlling the kinetics of nonequilibrium nanocrystal gel assembly, enhancing the rational design of functional nanomaterials with tunable properties.

Science AdvancesVol. 12(11)
Argonne National Laboratory (US), Brookhaven National Laboratory (US), University of Michigan (US), Deutsches Elektronen-Synchrotron DESY (DE), BioSurfaces (United States) (US), Max Planck Institute for the Structure and Dynamics of Matter (DE), Hamburg Centre for Ultrafast Imaging, The University of Texas at Austin (US)
Openalex Percentile: Top 24%
Material Dynamics and Properties
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.