gduscher / MLSTEM2025Links
Machine Learning in STEM
☆20Updated last week
Alternatives and similar repositories for MLSTEM2025
Users that are interested in MLSTEM2025 are comparing it to the libraries listed below
Sorting:
- TEM data quantification library through a model-based approach☆18Updated 2 weeks ago
- TemCompanion: a tool to view, edit, filter, and convert TEM image files to tiff, png, and jpg.☆14Updated this week
- Digital Twin Microscope☆14Updated 5 months ago
- ☆121Updated last year
- Sample code for py4DSTEM☆49Updated 3 weeks ago
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated 2 weeks ago
- Package for analysing particles in electron microscopy data sets.☆19Updated this week
- A python package collecting an assortment of geometric phase analysis algorithms and tools to analyse regular (moiré) lattices.☆31Updated 2 years ago
- Python interface for the Dr. Probe command line tools☆12Updated 4 years ago
- Deep learning framework for atomistic image data☆34Updated 4 months ago
- A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality☆18Updated 5 months ago
- ☆58Updated 2 weeks ago
- Python interface that enables local and remote control of AR SPM with codes☆15Updated this week
- Reads crystallographic cif files and simulates diffraction☆62Updated 2 weeks ago
- Simulation package for constructing model band structures and calculate momentum resolved EEELS (low loss region) on the basis of these☆14Updated 4 years ago
- Materials for "AI for Atoms: How to Machine Learn STEM" Workshop☆19Updated 4 years ago
- Python code for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)☆20Updated last year
- A python module to read binary data files by JEOL's Analysis Station software.☆12Updated last month
- This folder contains the source codes and data for the metallic glass paper☆29Updated 7 months ago
- Open source version of the MuSTEM multislice electron microscopy simulation code, developed at the University of Melbourne.☆60Updated 5 years ago
- MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice sim…☆72Updated last month
- ☆27Updated 2 weeks ago
- Deep convolutional neural networks to restore single-shot electron microscopy images☆42Updated 6 months ago
- MSE672 Course of the MSE Department at UTK in the Spring Semester 2025☆14Updated last month
- a python wrapper for matchSeries☆14Updated 7 months ago
- A Python interface to the electron microscopy simulation program QSTEM☆62Updated 4 years ago
- The materials for the Fall ML in Materials course at the UTK MSE☆85Updated last year
- A python library for the quantification of eels spectra based on a modernised EELSMODEL☆19Updated 4 months ago
- A Google-Colab Notebook Collection for Materials Design: https://jarvis.nist.gov/☆82Updated last month
- Modules for generating nanoscale+ atomic scenes, primarily using pymatgen as generators with S/TEM image simulation in mind☆14Updated 3 months ago