Learning surface molecular structures via machine vision

por Maxim Ziatdinov, Artem Maksov, Sergei V. Kalinin
Publicado 2017

Rapid mapping of polarization switching through complete information acquisition

por Suhas Somnath, Alex Belianinov, Sergei V. Kalinin, Stephen Jesse
Publicado 2016

COMPARATIVE CHARACTERIZATION OF SUBCULTURES ISOLATED FROM A POPULATION OF BACILLUS ANTHRACIS 1 (SO) STRAIN ON THE BASIS OF PHAGE RESISTANCE TO SOME SPECIFIC ANTHRAX BACTERIOPHAGES

por O. I. Tsygankova, E. A. Koteneva, A. V. Kalinin
Publicado 2018

FEATURES OF BACILLUS ANTHRACIS IDENTIFICATION BY MALDI-TOF MS

por E. A. Koteneva, A. V. Kalinin, O. I. Tsygankova
Publicado 2018

ANALYSIS OF POPULATIONS OF BACILLUS ANTRACIS STRAINS ON THE BASIS OF THEIR RESISTANCE TO SPECIFIC ANTHRAX BACTERIOPHAGES

por O. I. Tsygankova, E. A. Koteneva, A. V. Kalinin
Publicado 2018

Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality

por Rama K. Vasudevan, Maxim Ziatdinov, Lukas Vlcek, Sergei V. Kalinin
Publicado 2021

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

Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy

por Ayana Ghosh, Bobby G. Sumpter, Ondrej Dyck, Sergei V. Kalinin, Maxim Ziatdinov
Publicado 2021

High-veracity functional imaging in scanning probe microscopy via Graph-Bootstrapping

por Xin Li, Liam Collins, Keisuke Miyazawa, Takeshi Fukuma, Stephen Jesse, Sergei V. Kalinin
Publicado 2018

HETEROGENEITY OF POPULATIONS OF THE FLEA CITELLOPHILUS TESQUORUM ELBRUSENSIS DETECTED ON THE BASIS OF ANALYSIS OF PROTEOMIC PROFILES BY THE METHOD OF MALDI-TOF MS

por E. S. Kotenev, E. A. Koteneva, L. I. Belyavtstva, A. V. Kalinin, L. A. Kot
Publicado 2018

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

Deep learning ferroelectric polarization distributions from STEM data via with and without atom finding

por Christopher T. Nelson, Ayana Ghosh, Mark Oxley, Xiaohang Zhang, Maxim Ziatdinov, Ichiro Takeuchi, Sergei V. Kalinin
Publicado 2021

Computational scanning tunneling microscope image database

por Kamal Choudhary, Kevin F. Garrity, Charles Camp, Sergei V. Kalinin, Rama Vasudevan, Maxim Ziatdinov, Francesca Tavazza
Publicado 2021

Atomic intercalation to measure adhesion of graphene on graphite

por Jun Wang, Dan C. Sorescu, Seokmin Jeon, Alexei Belianinov, Sergei V. Kalinin, Arthur P. Baddorf, Petro Maksymovych
Publicado 2016

Microwave a.c. conductivity of domain walls in ferroelectric thin films

por Alexander Tselev, Pu Yu, Ye Cao, Liv R. Dedon, Lane W. Martin, Sergei V. Kalinin, Petro Maksymovych
Publicado 2016

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

Mesoscopic theory of defect ordering–disordering transitions in thin oxide films

por Anna N. Morozovska, Eugene A. Eliseev, Dmitry V. Karpinsky, Maxim V. Silibin, Rama Vasudevan, Sergei V. Kalinin, Yuri A. Genenko
Publicado 2020

Exploring physics of ferroelectric domain walls via Bayesian analysis of atomically resolved STEM data

por Christopher T. Nelson, Rama K. Vasudevan, Xiaohang Zhang, Maxim Ziatdinov, Eugene A. Eliseev, Ichiro Takeuchi, Anna N. Morozovska, Sergei V. Kalinin
Publicado 2020

Distilling nanoscale heterogeneity of amorphous silicon using tip-enhanced Raman spectroscopy (TERS) via multiresolution manifold learning

por Guang Yang, Xin Li, Yongqiang Cheng, Mingchao Wang, Dong Ma, Alexei P. Sokolov, Sergei V. Kalinin, Gabriel M. Veith, Jagjit Nanda
Publicado 2021

Thermodynamics of order and randomness in dopant distributions inferred from atomically resolved imaging

por Lukas Vlcek, Shize Yang, Yongji Gong, Pulickel Ajayan, Wu Zhou, Matthew F. Chisholm, Maxim Ziatdinov, Rama K. Vasudevan, Sergei V. Kalinin
Publicado 2021