“…However, for the polymer in situ growth process on supported catalysts, the chain conformation undergoes continuous changes, and simulation studies on this dynamic process are relatively more complex. Density functional theory (DFT), based on quantum mechanical principles, can accurately describe the electronic structures and free energy changes, making it widely used in simulating chemical reaction processes. , Additionally, the development of the reactive force field (ReaxFF) within the molecular dynamics (MD) method allows for some of the polymer reaction simulation. − Although these methods exhibit high accuracy and can predict intermediate and deep-level reaction products, the system size is limited to thousands of atoms, with simulation time ranging from tens to hundreds of picoseconds, which is far from meeting the requirement of in situ polymerization simulation. In the case of polymer synthesis, where the molecular composition and reaction pathways are well-defined, researchers seek to understand the evolution of polymer conformation and aggregation structures during the growth process and the underlying dominant mechanisms, which is a mesoscale problem between the growth and motion of the nascent chain. , Therefore, when investigating conformational transitions during polymerization, it is common to sacrifice a certain degree of precision and simplify the polymerization process into bond formation under certain conditions.…”