58 citations · 58 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2022
Predicting aggregate morphology of sequence-defined macromolecules with Recurrent Neural Networks
Debjyoti Bhattacharya, Devon C. Kleeblatt, Antonia Statt +1
Self-assembly of dilute sequence-defined macromolecules is a complex phenomenon in which the local arrangement of chemical moieties can lead to the formation of long-range structur…
cond-mat.soft2021★ 58 cited
Unsupervised learning of sequence-specific aggregation behavior for a model copolymer
Antonia Statt, Devon C. Kleeblatt, Wesley F. Reinhart
We apply a recently developed unsupervised machine learning scheme for local atomic environments to characterize large-scale, disordered aggregates formed by sequence-defined macro…