Unsupervised machine learning is applied to study the disordered aggregates of a model sequence defined macromolecule. Using these learned collective variables provides new insight into both structure and kinetics aggregates.

Cell aggregates have been applied in various fields such as regenerative medicine and drug toxicity testing. We shown that H-(Lys-Pro)12-OH (KP24), a repeating sequence of lysine (Lys) proline (Pro), induces uniformly sized cell simply by its presence suspension. In this study, we considered peptide could be to three-dimensional culture substrate can induce uniform immobilizing it on the substr...