Package to use an FCN to learn defects from STEM imaging
☆27May 26, 2023Updated 2 years ago
Alternatives and similar repositories for stem-learning
Users that are interested in stem-learning are comparing it to the libraries listed below
Sorting:
- a python wrapper for matchSeries☆15Oct 27, 2024Updated last year
- Modules for generating nanoscale+ atomic scenes, primarily using pymatgen as generators with S/TEM image simulation in mind☆16Mar 5, 2025Updated last year
- Implementation of geometric phase analysis (GPA) in C++☆35Dec 10, 2022Updated 3 years ago
- Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2☆13Aug 14, 2018Updated 7 years ago
- Deep convolutional neural networks to restore single-shot electron microscopy images☆46Dec 6, 2024Updated last year
- Removing Scratches, Stripes, and Curtaining Artifacts in Micrographs☆16Jul 21, 2020Updated 5 years ago
- ☆21Jun 18, 2021Updated 4 years ago
- AuRaCh - Automated Radiation Chemistry Simulations☆13Mar 7, 2025Updated last year
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆14Jan 16, 2021Updated 5 years ago
- ☆31Sep 12, 2025Updated 6 months ago
- AI-based analytical tools for the analysis of STEM images.☆12Oct 22, 2024Updated last year
- Deep neural network for low-dose electron micrograph denoising☆15Oct 20, 2020Updated 5 years ago
- ☆18Sep 4, 2025Updated 6 months ago
- An open service to classify diffraction patterns☆12May 19, 2022Updated 3 years ago
- A fully-featured package for multislice electron ptychography☆40Feb 11, 2026Updated last month
- Visualization of electron microscopy datasets with deep learning☆26Sep 18, 2020Updated 5 years ago
- A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality☆19Dec 21, 2024Updated last year
- Scripts for Advance EM analysis☆10Jul 10, 2020Updated 5 years ago
- Sample code for py4DSTEM☆65Jan 19, 2026Updated 2 months ago
- A Python interface to the electron microscopy simulation program QSTEM☆64Oct 26, 2020Updated 5 years ago
- ab initio Transmission Electron Microscopy☆286Updated this week
- Cuda/C++ library for Regularized 2D and 3D Tomography Reconstructions.☆22Aug 28, 2025Updated 6 months ago
- A collection of packages and tools for electron microscopy data analysis supported by the National Center for Electron Microscopy facilit…☆66Dec 17, 2025Updated 3 months ago
- Main page for the 'atomagined' database. The 'atomagined' database contains synthetic atomic-resolution HAADF STEM images for select ICSD…☆15Mar 9, 2020Updated 6 years ago
- ☆20Dec 19, 2024Updated last year
- TEM-ImageNet☆34Aug 13, 2020Updated 5 years ago
- Deep and Machine Learning for Microscopy☆224Jun 24, 2025Updated 8 months ago
- Machine Learning for Spectral Imaging☆21Aug 24, 2022Updated 3 years ago
- quantitative electron microscopy analysis toolkit☆41Updated this week
- This folder contains the source codes and data for the metallic glass paper☆34Oct 10, 2024Updated last year
- pyCHIP is a tool for segmentation and feature classification in transmission electron microscopy (TEM) images based on a small support se…☆20Jan 24, 2022Updated 4 years ago
- Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry☆85Jan 22, 2026Updated last month
- A tensor based approach to svd for dimensionality reduction and noise reduction☆19Nov 11, 2020Updated 5 years ago
- MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice sim…☆77Jul 3, 2025Updated 8 months ago
- A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality☆30Dec 21, 2024Updated last year
- ☆46Feb 13, 2026Updated last month
- Open-Source Software for the Multiscale Modeling of Combined Antisolvent and Cooling Crystallization in Turbulent Flow Using OpenFOAM☆11Nov 4, 2019Updated 6 years ago
- Machine learning fitting for Electron Energy Loss Spectroscopy☆13Feb 18, 2025Updated last year
- A software for mapping energy landscape with a variety of methods, using classical potentials. Based on the LAMMPS MD package.☆11Jan 29, 2021Updated 5 years ago