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
- Jennifer Oberländer
- Allison Green (ORCID: https://orcid.org/0000-0002-7734-4202)
- Andrei Fluerasu (ORCID: https://orcid.org/0000-0003-4690-1675)
- Charles K. Ofosu (ORCID: https://orcid.org/0000-0002-9536-4733)
- Eric V. Anslyn (ORCID: https://orcid.org/0000-0002-5137-8797)
- Thomas M. Truskett (ORCID: https://orcid.org/0000-0002-6607-6468)
- Tsung-Lun Lee (ORCID: https://orcid.org/0000-0002-5485-9959)
- Diana L. Conrad
- Dingwen Qian (ORCID: https://orcid.org/0000-0001-7076-9091)
- Qingteng Zhang (ORCID: https://orcid.org/0000-0002-1600-2161)
- Felix Lehmkühler (ORCID: https://orcid.org/0000-0003-1289-995X)
- William Brackett (ORCID: https://orcid.org/0000-0002-2772-3909)
- Suresh Narayanan (ORCID: https://orcid.org/0000-0003-2558-9811)
- J. S. Choi
- Anna Bessmertnaya
- Delia J. Milliron
- Jiho Kang
- Miaoqi Chu
Institutions
- 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)
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