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Ensemble learning and iterative training (ELIT) machine learning:
  applications towards uncertainty quantification and automated experiment in
  atom-resolved microscopy
v1v2 (latest)

Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy

21 January 2021
Ayana Ghosh
B. Sumpter
Ondrej Dyck
Sergei V. Kalinin
M. Ziatdinov
    OOD
ArXiv (abs)PDFHTML

Papers citing "Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy"

3 / 3 papers shown
Detecting Atomic Scale Surface Defects in STM of TMDs with Ensemble Deep
  Learning
Detecting Atomic Scale Surface Defects in STM of TMDs with Ensemble Deep Learning
Darian Smalley
S. Lough
Luke N. Holtzman
Kaikui Xu
Madisen Holbrook
M. Rosenberger
J. Hone
K. Barmak
M. Engineering
94
0
0
08 Dec 2023
Finding simplicity: unsupervised discovery of features, patterns, and
  order parameters via shift-invariant variational autoencoders
Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders
M. Ziatdinov
C. Wong
Sergei V. Kalinin
OOD
308
11
0
23 Jun 2021
Automated and Autonomous Experiment in Electron and Scanning Probe
  Microscopy
Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy
Sergei V. Kalinin
M. Ziatdinov
Jacob D. Hinkle
S. Jesse
Ayana Ghosh
K. Kelley
A. Lupini
B. Sumpter
Rama K Vasudevan
251
3
0
22 Mar 2021
1
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