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Functionalized Amorphous Carbon Materials via Reactive Molecular Dynamics Simulations. | LitMetric

Functionalized Amorphous Carbon Materials via Reactive Molecular Dynamics Simulations.

ACS Appl Mater Interfaces

Consiglio Nazionale delle Ricerche, CNR-ICCOM, Pisa 56124, Italy.

Published: September 2024

AI Article Synopsis

  • The study creates a database of structural models for amorphous carbon materials with functional groups, using the DynReaxMas method for molecular dynamics simulations that align well with experimental data.
  • New simulation algorithms are developed to improve the phase by reducing defects, identifying reactive carbon atoms, and stabilizing the structure with functional groups, primarily focusing on oxygen but adaptable to other groups.
  • The researchers categorize reactive sites based on their structural positions and coordination, uncovering descriptors that could help predict their likelihood for functionalization.

Article Abstract

We derive a database of atomistic structural models of amorphous carbon materials endowed with exohedral functional groups. We start from phases previously derived using the DynReaxMas method for reactive molecular dynamics simulations, which exhibit atomistic and medium-length-scale features in excellent agreement with available experimental data. Given a generic input structure/phase, we develop postprocessing simulation algorithms mimicking experimental preparation protocols aimed at: (1) "curing" the phase to decrease the defect concentration; (2) automatically selecting the most reactive carbon atoms via interaction with a probe molecular species, and (3) stabilizing the phase by saturating the valence of carbon atoms with single-bond functional groups. Although we focus on oxygen-bearing functionalities, they can be replaced with other monovalent groups, such as -H, -COOH, -CHO, so that the protocol is quite general. We finally classify reactive sites in terms of their location within the structural framework and coordination environment (edges, tunnels, rings, aromatic carbons becoming aliphatic) and try to single out descriptors that correlate with tendency to functionalization.

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Source
http://dx.doi.org/10.1021/acsami.4c06527DOI Listing

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