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Ordering, flexibility and frustration in arrays of porphyrin nanorings
(The University of Nottingham, 2020-04-01)
The two-dimensional packing of cyclic porphyrin polymers, ‘nanorings’, on a graphite surface shows a rich and complex behaviour due to their internal symmetry and flexibility. Depending on the number of porphyrin groups ...
Automated Searching and Identification of Self-Organised Nanostructures - Output Images
(The University of Nottingham, 2020-08-05)
A dataset of >5000 variable AFM dewetting images as classified by a machine learning system. This network was trained on specific, automatically labelled simulations of target nanoparticle structures present within the dataset.