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NanoModeler CG: A Tool for Modeling and Engineering Functional Nanoparticles at a Coarse-Grained Resolution
Sebastian Franco-Ulloa1,2, Laura Riccardi1, Federico Rimembrana1
1Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, Genova 16163, Italy.
NanoModeler CG enables coarse-grained simulations of functionalized metal nanoparticles. This tool aids in understanding nanoparticle behavior for materials science and biotechnology applications.
Area of Science:
- Computational chemistry
- Materials science
- Nanotechnology
Background:
- Functionalized metal nanoparticles (NPs) are crucial in biotechnology, materials science, and energy conversion.
- Molecular simulations are vital for studying NP structure, dynamics, and interactions.
- Previous work introduced NanoModeler for atomistic simulations of gold NPs.
Purpose of the Study:
- Introduce NanoModeler CG, a new version of NanoModeler for coarse-grained (CG) simulations.
- Extend NP modeling capabilities to CG resolution for broader applicability.
- Provide a standardized computational approach for functionalized nanosystems.
Main Methods:
- Developed NanoModeler CG for building and parametrizing monolayer-protected metal NPs at CG resolution.
- Extended methodology to support eight core shapes and various monolayer morphologies.
- Ensured compatibility with Martini force field, with extensibility to other parameters.
Main Results:
- Successfully modeled NPs composed of up to 800,000 beads.
- Reproduced experimental structural features of alkylthiolated NPs.
- Rationalized the phase transition of PEGylated anionic NPs (brush-to-mushroom).
Conclusions:
- NanoModeler CG automates the construction and parametrization of functionalized NPs for CG simulations.
- The tool facilitates computational modeling of complex nanosized systems.
- This advancement supports research in materials science, biotechnology, and energy conversion.
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