6 citations · 6 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2023
Constructing and Compressing Global Moment Descriptors from Local Atomic Environments
Vahe Gharakhanyan, Max Aalto, Aminah Alsoulah +2
Local atomic environment descriptors (LAEDs) are used in the materials science and chemistry communities, for example, for the development of machine learning interatomic potential…
cs.LG2019★ 6 cited
Metric Learning on Manifolds
Max Aalto, Nakul Verma
Recent literature has shown that symbolic data, such as text and graphs, is often better represented by points on a curved manifold, rather than in Euclidean space. However, geomet…