Understanding polymer–substrate
interfacial dynamics at
the molecular level is crucial for tailoring the properties of polymer
ultrathin films (PUFs). Herein, through coarse-grained molecular dynamics
simulation, the effect of length (N
loop) and rigidity (K
loop) of loop chains
on the dynamics of linear chains is systematically explored, in which
the loop chains are adsorbed on a solid substrate and the linear chains
are covered on the loop chains. It is found that there is an optimal K
loop, which strongly confines the motion of
the linear chains. Meanwhile, compared to increasing the rigidity
of the loop chains, increasing the length of the loop chains can more
effectively confine the motion of the linear chains. More interestingly,
we observe that the mismatch of the length (ΔN) and rigidity (ΔK) between the loop and linear
chains leads to dynamic asymmetry (ΔD
c). The relationship between the ΔN, ΔK, and ΔD
c are found to
follow the mathematical expression of ΔD
c ∼ (ΔN)α(ΔK)β, in which the values of α and
β are around 4.58 and 0.83, separately. Remarkably, using the
Gaussian process regression model, we construct a master curve of
diffusion coefficient on the segmental and chain length scales of
the linear chains as a function of N
loop and K
loop, which is further validated
by our simulated prediction. In general, this work provides a fundamental
understanding of polymer interfacial dynamics at the molecular level,
enlightening some rational principles for manipulating the physical
properties of PUFs.