pycroscopy / atomaiLinks
Deep and Machine Learning for Microscopy
☆212Updated 2 months ago
Alternatives and similar repositories for atomai
Users that are interested in atomai are comparing it to the libraries listed below
Sorting:
- ☆123Updated last year
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated 2 months ago
- ab initio Transmission Electron Microscopy☆251Updated 3 weeks ago
- 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
- Scientific analysis of nanoscale materials imaging data☆269Updated 2 weeks ago
- ☆235Updated last week
- Invariant representation learning from imaging and spectral data☆51Updated last year
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- Sample code for py4DSTEM☆53Updated 3 months ago
- An open-source Python library for multi-dimensional diffraction microscopy.☆162Updated last month
- Machine Learning in STEM☆26Updated 3 months ago
- A collection of packages and tools for electron microscopy data analysis supported by the National Center for Electron Microscopy facilit…☆65Updated 3 weeks ago
- Machine Learning in Scanning Transmission Electron Microscopy Workshop 2024☆20Updated last year
- Materials for "AI for Atoms: How to Machine Learn STEM" Workshop☆19Updated 4 years ago
- Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2☆14Updated 7 years ago
- Modules for generating nanoscale+ atomic scenes, primarily using pymatgen as generators with S/TEM image simulation in mind☆14Updated 5 months ago
- Open pixelated STEM framework☆119Updated last week
- ☆59Updated 2 months ago
- C++/CUDA package for parallelized simulation of image formation in Scanning Transmission Electron Microscopy (STEM) using the PRISM and m…☆85Updated last year
- Package to use an FCN to learn defects from STEM imaging☆25Updated 2 years ago
- 4DExplorer: Four dimensional scanning transmission electron microscopy (4D-STEM) imaging, reconstruction and data analysis.☆26Updated 2 months ago
- MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice sim…☆74Updated last month
- ☆13Updated 6 months ago
- an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)☆41Updated 2 years ago
- Digital Twin Microscope☆17Updated 8 months ago
- ImageDataExtractor 2.0 - a Python library for electron microscopy image quantification.☆18Updated 4 years ago
- SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python☆148Updated this week
- Deep convolutional neural networks to restore single-shot electron microscopy images☆44Updated 8 months ago
- Open source version of the MuSTEM multislice electron microscopy simulation code, developed at the University of Melbourne.☆60Updated 5 years ago
- Package for analysing particles in electron microscopy data sets.☆19Updated 2 months ago