Cross-linked gold
nanoparticle (GNP) assemblies are valuable
for
a variety of applications, such as transducers for strain or gas sensors.
To pave the way for understanding their sensing behavior on an atomistic
scale, we ask whether their properties can be modeled by a single,
flat, particle–particle interface. Employing reactive force
field (ReaxFF) molecular dynamics simulations and a tight-binding
density functional theory approach to coherent tunneling, we find
that for alkane dithiolates, where most molecules will typically bridge
between the gold surfaces, the interparticle distances, as well as
the conductivity of the assembly, can be modeled to even quantitative
accuracy with a single-interface modelif compared to sufficiently
large GPNs for which the flat surface is a good approximation. For
alkane monothiols, where each molecule is only attached on one side,
the difficulty of estimating surface density and the resulting degree
of interlacing results, in our case, in underestimating the interparticle
distances by around 5 Å. The increase of these distances (and
the decrease of conductivity) on going to longer alkane chains, however,
is still well reproduced. We discuss shortcomings of ReaxFF, such
as not being able to describe thiol physisorption and producing spurious
reactions between dithiolates, as well as factors influencing the
validity of a single, flat, particle–particle interface model.
Our model reduces the system complexity significantly compared to
simulating entire GNP assemblies, enabling further mechanistic investigations
of the sensing properties of these systems with atomistic approaches
and, potentially, screening of ligands for specific sensing applications.