Supramolecular polymers have emerged as an exciting class of materials over the last three decades. This Collection aims to highlight recent progress in the field of supramolecular polymers, including strategies and mechanisms for their controlled polymerization, approaches to characterization and modelling, study of their physical and mechanical properties, and demonstration of their potential applications.