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M3-Learning: Multifunctional Materials and Machine learning
Data Sets
Band Excitation Piezoresponse Force Microscopy of
\(PbZr_{0.2}Ti_{0.8}O_3\)
Papers
Imaging and structure analysis of ferroelectric domains, domain walls, and vortices by scanning electron diffraction
Imaging and structure analysis of ferroelectric domains, domain walls, and vortices by scanning electron diffraction
VAE demonstration on vortex
Predicting Pulsed-Laser Deposition $SrTiO_3$ Homoepitaxy Growth Dynamics using High-Speed Reflection High-Energy Electron Diffraction
Abstract
RHEED Metrics
RHEED Metrics with Details
AFM_and_XRD
AFM and XRD with Details
Growth Mechanism
Growth Mechanism with Details
Characteristic Time
Characteristic Time with Details
The effect of chemical environment and temperature on the domain structure of free-standing $BaTiO_3$ via in-situ STEM
The effect of chemical environment and temperature on the domain structure of free-standing
\(BaTiO_3\)
via in-situ STEM
Tutorials
Unsupervised Spectral Unmixing with Autoencoders
Physics Constrained Autoencoders
Cycle Consistent Spatial Transforming Autoencoder
Documentation
docs
Repository
Open issue
.rst
.pdf
API documentation
API documentation
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