Research on biomolecular self-assembly helps to reveal cell function and disease pathogenesis, and also provides an effective means to construct green ecological material systems with unique functions. Recently, a team led by Prof. Yan Xuehai from the Institute of Process Engineering (IPE) of the Chinese Academy of Sciences was invited to summarize its progress in peptide self-assembly (PSA) and multi-scale process mechanisms.