Forensics and Design of Polymer Networks and Gels

During the last decade, our understanding of soft matter has been transformed through a combination of theory, computer simulations, and experiments into a materials design engine. This dissertation describes how this approach has guided synthesis towards programmable molecular architectures to yield novel functional networks and gels with well-controlled physical properties. The developed nonlinear network deformation model serves as a foundation for a forensic method that allows accurate quantification of the most essential network structural elements including crosslink density, strand flexibility, and fraction of stress-supporting strands for multiple classes of polymer networks. For the first time, it is possible to identify a percolation-like transition from entanglement-controlled to crosslink-controlled network elasticity. The decoded structural blueprint enables a universal classification of polymer networks according to the effectiveness of the stress distribution between network strands.Furthermore, this dissertation demonstrates how this approach empowers the design of gels possessing different values of shear modulus at a constant equilibrium solvent fraction, producing a set of materials that can mimic the mechanical properties of a variety of biological tissues. This indicates a breakdown of the theory developed by Flory and Rehner for linear chains, which states that the modulus of a swollen gel scales with the polymer volume fraction. This design-by-architecture approach for biomimicking gels is made possible by the additional stiffening of the polymer backbone by the swollen side chains. We quantify this effect by implementing a scaling-based approach to evaluate the conformations of polymer chains in solution. A framework for independently analyzing the conformations of uncrosslinked solvated chains is demonstrated on semidilute polyelectrolyte solutions by estimating the correlation length with the concentration dependence of specific viscosity.

Institutions

Publication Details

Journal
UNC Libraries
Published
2025-01-01
DOI
https://doi.org/10.17615/a4ka-h770
Primary Topic
Hydrogels: synthesis, properties, applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Forensics and Design of Polymer Networks and Gels

UNC Libraries
Hydrogels: synthesis, properties, applications
article

Forensics and Design of Polymer Networks and Gels

article en

Abstract

During the last decade, our understanding of soft matter has been transformed through a combination of theory, computer simulations, and experiments into a materials design engine. This dissertation describes how this approach has guided synthesis towards programmable molecular architectures to yield novel functional networks and gels with well-controlled physical properties. The developed nonlinear network deformation model serves as a foundation for a forensic method that allows accurate quantification of the most essential network structural elements including crosslink density, strand flexibility, and fraction of stress-supporting strands for multiple classes of polymer networks. For the first time, it is possible to identify a percolation-like transition from entanglement-controlled to crosslink-controlled network elasticity. The decoded structural blueprint enables a universal classification of polymer networks according to the effectiveness of the stress distribution between network strands.Furthermore, this dissertation demonstrates how this approach empowers the design of gels possessing different values of shear modulus at a constant equilibrium solvent fraction, producing a set of materials that can mimic the mechanical properties of a variety of biological tissues. This indicates a breakdown of the theory developed by Flory and Rehner for linear chains, which states that the modulus of a swollen gel scales with the polymer volume fraction. This design-by-architecture approach for biomimicking gels is made possible by the additional stiffening of the polymer backbone by the swollen side chains. We quantify this effect by implementing a scaling-based approach to evaluate the conformations of polymer chains in solution. A framework for independently analyzing the conformations of uncrosslinked solvated chains is demonstrated on semidilute polyelectrolyte solutions by estimating the correlation length with the concentration dependence of specific viscosity.

UNC Libraries
University of North Carolina at Chapel Hill (US)
Openalex Percentile: Top 58%
Hydrogels: synthesis, properties, applications
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.

Forensics and Design of Polymer Networks and Gels · UNC Libraries (2025) | TGRS Research Map | TGRS