OSW

SIGNATURE WORK
CONFERENCE & EXHIBITION 2022

Free Energy Calculations on The Stability of Polymer-Grafted Nanoparticle Superlattice

Name

Dingning Li

Major

Material Science, Physics

Class

2022

About

Dingning Li is a material science (physics) major student, working on computational soft matter for his signature work project. With the help of Prof. Kai Zhang, he mastered various molecular dynamic simulation techniques, and proposed a novel thermodynamic integration path suitable for free energy calculation of self-assembling soft mesoparticles. Besides theoretical research, he also dived deep into nanofabrication, and actively thought about ways to combine his theoretical studies together with practical nanofabrication techniques. He believes that nanofabrication by self-assembly is a promising direction which has broad industrial applications and deserves further research.

Signature Work Project Overview

Mesoparticles consisting of a hard core and a soft corona like polymer-grafted nanoparticles (pgnps) can assemble into various superlattice structures, in which each mesoparticle assumes the shape of the corresponding wigner–seitz (or voronoi) cell. Conventional wisdom often perceives the stability of these superlattices in a mean-field view of surface area minimization or corona entropy maximization, which lacks molecular interpretation. We develop a simulation method to calculate the free energy cost to deform spherical pgnps into wigner–seitz polyhedra, which are then relaxed in a certain crystalline superlattice. With this method, we successfully quantify the free energy differences between model bcc, fcc and a15 systems of pgnps and identify bcc as the most stable structure in most cases. Analysis of polymer configurations in the corona, whose boundary is blurred by chain interpenetration, shows that the radial distribution of grafted chains and the corresponding entropy are almost identical between bcc and fcc, suggesting that the higher stability of the bcc structure cannot be explained by the mean-field description of the corona shape. Furthermore, potential of mean force between a pair of pgnps is investigated using the same simulation method. The student also got involved in photonic crystals fabrication to explore potential applications of self-assembling soft materials in nanofabrication.

Signature Work Presentation Video