Computational studies, leveraging the power of the Param Shakti facility, enabled us to perform extensive molecular dynamics simulations, and have been instrumental in elucidating the fundamental roles of side-chains, functional groups, and solvents in governing the self-assembly and emergent properties of these sophisticated supramolecular polymer architectures.