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ACS Nano
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December 29, 2021
Exploring Causal Physical Mechanisms via Non-Gaussian Linear Models and Deep Kernel Learning: Applications for Ferroelectric Domain Structures
Yongtao Liu, Maxim Ziatdinov, Sergei V Kalinin
Advanced Structural and Chemical Imaging
|
November 22, 2016
Identifying local structural states in atomic imaging by computer vision
Nouamane Laanait, Maxim Ziatdinov, Qian He, et al.
Advanced Science (Weinheim, Baden-Wurttemberg, Germany)
|
November 7, 2022
Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy
Kevin M Roccapriore, Sergei V Kalinin, Maxim Ziatdinov
Science Advances
|
April 22, 2021
Exploring order parameters and dynamic processes in disordered systems via variational autoencoders
Sergei V Kalinin, Ondrej Dyck, Stephen Jesse, et al.
Journal of the American Chemical Society
|
November 18, 2021
High-Throughput Study of Antisolvents on the Stability of Multicomponent Metal Halide Perovskites through Robotics-Based Synthesis and Machine Learning Approaches
Kate Higgins, Maxim Ziatdinov, Sergei V Kalinin, et al.
Nano Letters
|
August 13, 2016
Phases and Interfaces from Real Space Atomically Resolved Data: Physics-Based Deep Data Image Analysis
Rama K Vasudevan, Maxim Ziatdinov, Stephen Jesse, et al.
ACS Applied Materials & Interfaces
|
January 5, 2021
Toward Decoding the Relationship between Domain Structure and Functionality in Ferroelectrics via Hidden Latent Variables
Sergei V Kalinin, Kyle Kelley, Rama K Vasudevan, et al.
Nanotechnology
|
November 12, 2021
Exploring electron beam induced atomic assembly via reinforcement learning in a molecular dynamics environment<sup></sup>
Rama K Vasudevan, Ayana Ghosh, Maxim Ziatdinov, et al.
Ultramicroscopy
|
July 23, 2021
Identification and correction of temporal and spatial distortions in scanning transmission electron microscopy
Kevin M Roccapriore, Nicole Creange, Maxim Ziatdinov, et al.
Journal of the American Chemical Society
|
August 25, 2016
Bowl Inversion and Electronic Switching of Buckybowls on Gold
Shintaro Fujii, Maxim Ziatdinov, Shuhei Higashibayashi, et al.
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of 6
Search research articles
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Showing results (1-10 of 51) with videos related to
Sort By:
Page
of 6
ACS Nano
|
December 29, 2021
Exploring Causal Physical Mechanisms via Non-Gaussian Linear Models and Deep Kernel Learning: Applications for Ferroelectric Domain Structures
Yongtao Liu, Maxim Ziatdinov, Sergei V Kalinin
Advanced Structural and Chemical Imaging
|
November 22, 2016
Identifying local structural states in atomic imaging by computer vision
Nouamane Laanait, Maxim Ziatdinov, Qian He, et al.
Advanced Science (Weinheim, Baden-Wurttemberg, Germany)
|
November 7, 2022
Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy
Kevin M Roccapriore, Sergei V Kalinin, Maxim Ziatdinov
Science Advances
|
April 22, 2021
Exploring order parameters and dynamic processes in disordered systems via variational autoencoders
Sergei V Kalinin, Ondrej Dyck, Stephen Jesse, et al.
Journal of the American Chemical Society
|
November 18, 2021
High-Throughput Study of Antisolvents on the Stability of Multicomponent Metal Halide Perovskites through Robotics-Based Synthesis and Machine Learning Approaches
Kate Higgins, Maxim Ziatdinov, Sergei V Kalinin, et al.
Nano Letters
|
August 13, 2016
Phases and Interfaces from Real Space Atomically Resolved Data: Physics-Based Deep Data Image Analysis
Rama K Vasudevan, Maxim Ziatdinov, Stephen Jesse, et al.
ACS Applied Materials & Interfaces
|
January 5, 2021
Toward Decoding the Relationship between Domain Structure and Functionality in Ferroelectrics via Hidden Latent Variables
Sergei V Kalinin, Kyle Kelley, Rama K Vasudevan, et al.
Nanotechnology
|
November 12, 2021
Exploring electron beam induced atomic assembly via reinforcement learning in a molecular dynamics environment<sup></sup>
Rama K Vasudevan, Ayana Ghosh, Maxim Ziatdinov, et al.
Ultramicroscopy
|
July 23, 2021
Identification and correction of temporal and spatial distortions in scanning transmission electron microscopy
Kevin M Roccapriore, Nicole Creange, Maxim Ziatdinov, et al.
Journal of the American Chemical Society
|
August 25, 2016
Bowl Inversion and Electronic Switching of Buckybowls on Gold
Shintaro Fujii, Maxim Ziatdinov, Shuhei Higashibayashi, et al.
Page
of 6