artemmaksov / ORNL-DeepLearningForAtomicScaleDefectTrackingLinks
Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2
☆14Updated 6 years ago
Alternatives and similar repositories for ORNL-DeepLearningForAtomicScaleDefectTracking
Users that are interested in ORNL-DeepLearningForAtomicScaleDefectTracking are comparing it to the libraries listed below
Sorting:
- Here, we will upload our deep/machine learning models and 'workflows' (such as AtomNet, DefectNet, SymmetryNet, etc) that aid in automate…☆36Updated 4 years ago
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated this week
- ☆58Updated last month
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆13Updated 4 years ago
- TEM data quantification library through a model-based approach☆18Updated last month
- Sample code for py4DSTEM☆49Updated last month
- A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality☆18Updated 6 months ago
- The software of CalAtom☆20Updated 3 years ago
- AtomSegNet☆42Updated 3 years ago
- A Python interface to the electron microscopy simulation program QSTEM☆62Updated 4 years ago
- Open source version of the MuSTEM multislice electron microscopy simulation code, developed at the University of Melbourne.☆60Updated 5 years ago
- Package to use an FCN to learn defects from STEM imaging☆24Updated 2 years ago
- Python interface for the Dr. Probe command line tools☆12Updated 4 years ago
- ☆18Updated 6 months ago
- Package for strain mapping with scanning nanobeam electron diffraction in Matlab☆15Updated 2 years ago
- a python wrapper for matchSeries☆14Updated 7 months ago
- MSE672 Course of the MSE Department at UTK in the Spring Semester 2025☆14Updated 2 months ago
- TEM-ImageNet☆29Updated 4 years ago
- Python code for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)☆20Updated last year
- Implementation of geometric phase analysis (GPA) in C++☆29Updated 2 years ago
- A GPU accelerated Python multislice slice code☆29Updated 5 months ago
- This folder contains the source codes and data for the metallic glass paper☆30Updated 8 months ago
- A python module to read binary data files by JEOL's Analysis Station software.☆12Updated 2 months ago
- Materials for "AI for Atoms: How to Machine Learn STEM" Workshop☆19Updated 4 years ago
- Deep convolutional neural networks to restore single-shot electron microscopy images☆42Updated 6 months ago
- MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice sim…☆73Updated 2 months ago
- Package for analysing particles in electron microscopy data sets.☆19Updated last week
- Correction of nonlinear and linear scanning probe artifacts using orthogonal scan pairs.☆16Updated 3 years ago
- 4DExplorer: Four dimensional scanning transmission electron microscopy (4D-STEM) imaging, reconstruction and data analysis.☆23Updated last week
- A python library for the quantification of eels spectra based on a modernised EELSMODEL☆19Updated 5 months ago