Gaussian process analysis of electron energy loss spectroscopy data: multivariate reconstruction and kernel control

por Sergei V. Kalinin, Andrew R. Lupini, Rama K. Vasudevan, Maxim Ziatdinov
Publicado 2021

Probing atomic-scale symmetry breaking by rotationally invariant machine learning of multidimensional electron scattering

por Mark P. Oxley, Maxim Ziatdinov, Ondrej Dyck, Andrew R. Lupini, Rama Vasudevan, Sergei V. Kalinin
Publicado 2021

Defect detection in atomic-resolution images via unsupervised learning with translational invariance

por Yueming Guo, Sergei V. Kalinin, Hui Cai, Kai Xiao, Sergiy Krylyuk, Albert V. Davydov, Qianying Guo, Andrew R. Lupini
Publicado 2021