Ameya Daigavane

Reconstructing local environments from concise atomistic representations

This work investigates the inverse problem of recovering atomic structures from local invariant descriptors, and shows that accurate reconstructions can be obtained from remarkably compact descriptors of different correlation orders, each comprising only a few tens of features.