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SS3.04 - Thermodynamic Insights into Self-Assembly of Capped Nanoparticles Using Molecular Dynamic Simulations 
April 23, 2014   9:45am - 10:00am
  Video Only

Although the molecular modeling of self-assembling processes stands as a challenging research issue, there have been a number of breakthroughs in recent years. This report describes the use of large-scale molecular dynamics simulations with coarse grained models to study the spontaneous self-assembling of capped nanoparticles in chloroform suspension. A model system comprising 125 nanoparticles in chloroform evolved spontaneously from a regular array of independent nanoparticles to a single thread-like, ramified superstructure spanning the whole simulation box. The aggregation process proceeded by means of two complementary mechanisms, the first characterized by reactive collisions between monomers and oligomers, which were permanently trapped into the growing superstructure, and the second a slow structural reorganization of the nanoparticles packing. Altogether, these aggregation processes were over after ca. 0.6 μs and the system remained structurally and energetically stable until 1 μs. The thread-like structure closely resembles the TEM images for capped ZrO2, but a better comparison with experimental results was obtained using a model system without solvent molecules, placing the nanoparticles over a graphene sheet as the solid substrate. The agreement between the main structural features from this simulation and those from the TEM experiment was excellent and validated the model system. In order to shed further light on the origins of the stable aggregation of the nanoparticles, the Gibbs energy of aggregation was computed, along with its enthalpy and entropy contributions, both in chloroform and in vacuum. The thermodynamic parameters arising from the modeling are consistent with larger nanoparticles in chloroform due to the solvent swelled organic layer and the overall effect of the solvent was the partial destabilization of the aggregated state in chloroform as compared to the vacuum system. The Gibbs energy of aggregation is much larger than the average thermal energy at ambient conditions, but there is an unfavorable entropy of aggregation both in chloroform and in vacuum, making the temperature an important factor affecting the thermodynamic stability of the aggregates. The modeling strategy has been proved effective and reliable to describe the self-assembling of capped nanoparticles, but we must acknowledge the fact that larger model systems and longer timescales will be necessary in future investigations in order to assess structural and dynamical information approaching the behavior of macroscopic systems. Another general and important conclusion regarding the reliability of the modeling strategy is that the model system size matters when it comes to the proper description of the aggregate morphology.

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Panel Discussion - Different Approaches to Commercializing Materials Research
Business Challenges to Starting a Materials-Based Company
Fred Kavli Distinguished Lectureship in Nanoscience
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