Silicon–carbon
(Si–C) nanocomposites have recently
established themselves among the most promising next-generation anode
materials for lithium (Li)-ion batteries. Indeed, combined Si and
graphitic (sp2-C) phases exhibit high energy densities
with reasonable electrochemical responses, while covalently bonded
silicon carbide (SiC) compounds offer high mechanical stiffness to
withstand structural degradation. However, to form and utilize a Si–C
composite structure that effectively satisfies specific battery energy,
power, and lifetime requirements, it is necessary to understand the
underlying atomistic mechanisms at work within its individual phases
and at their interfaces. Here, we develop and validate a reactive
interatomic potential (ReaxFF) for the Li–Si–C system,
trained and tested against a large, diverse collection of ab initio data. In conjunction with molecular dynamics and
Monte Carlo simulations, our new force field links macroscale phenomena
to the nanostructures of various hybrid Si–C systems in a wide
range of lithiation, temperature, and stress conditions. As an illustration,
it demonstrates that the high capacity of SiC (5882 mA h g–1) is caused by amorphous lithium carbides (e.g.,
a-Li4.4C), which soften the overall a-Li4.4(SiC)0.5 system while swelling it volumetrically up to 668%. Furthermore,
our force field accurately depicts step-wise lithiation mechanisms
and volume changes in Si–sp2-C composites throughout
the lithiation domain of each host subsystem. It reveals the formation
of a Li-rich interphase at their grain boundary, which favors their
adhesion and increases the local Li (de)insertion voltage up to 1
V. These examples demonstrate the ability of the new Li–Si–C
ReaxFF potential to provide atomistic-scale insights required for
designing and optimizing a wide range of Si–C-based anode candidates
for upcoming Li-ion battery technologies.