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Chemistry | Materials Science Probing Electron Beam Induced Transformations on a Single-Defect Level via Automated Scanning Transmission Electron Microscopy. October 26, 2022
Other Bayesian Active Learning for Scanning Probe Microscopy: From Gaussian Processes to Hypothesis Learning. September 27, 2022
Other Exploring Physics of Ferroelectric Domain Walls in Real Time: Deep Learning Enabled Scanning Probe Microscopy. September 6, 2022
Microbiology | Molecular Biology Investigating Carboxysome Morphology Dynamics with a Rotationally Invariant Variational Autoencoder. July 26, 2022
Materials Science | Physics Automated Experiment in 4D-STEM: Exploring Emergent Physics and Structural Behaviors. May 16, 2022
Materials Science | Physics Disentangling Ferroelectric Wall Dynamics and Identification of Pinning Mechanisms via Deep Learning. September 12, 2021
Biochemistry | Nanotechnology Quantifying the Dynamics of Protein Self-Organization Using Deep Learning Analysis of Atomic Force Microscopy Data. December 11, 2020
Materials Science | Nanotechnology | Physics Tracking atomic structure evolution during directed electron beam induced Si-atom motion in graphene via deep machine learning. September 15, 2020
Materials Science | Nanotechnology | Physics Building and exploring libraries of atomic defects in graphene: Scanning transmission electron and scanning tunneling microscopy study. October 23, 2019
Other Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations. March 20, 2019