58 citations · 59 across the 3 of their papers we have counts for
3 papers
Influence of Shape on Heteroaggregation of Model Microplastics: A Simulation Study
B. Ruşen Argun, Antonia Statt
Nano- and microplastics are a growing threat for the environment, especially in aqueous habitats. For assessing the influence on the ecosystem and possible solution strategies, it…
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…
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…