Materials for "AI for Atoms: How to Machine Learn STEM" Workshop
☆18Dec 10, 2020Updated 5 years ago
Alternatives and similar repositories for AISTEM_WORKSHOP_2020
Users that are interested in AISTEM_WORKSHOP_2020 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- MSE672 Course of the MSE Department at UTK in the Spring Semester 2025☆15Mar 17, 2026Updated last week
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Nov 24, 2023Updated 2 years ago
- Process EELS systematically: align, normalize, PCA, LLR_denoise, plot, find peak.☆13May 13, 2019Updated 6 years ago
- Python utilities for storing, processing, and visualizing spectroscopic and imaging data☆12Mar 20, 2026Updated last week
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆14Jan 16, 2021Updated 5 years ago
- Scripts for Advance EM analysis☆10Jul 10, 2020Updated 5 years ago
- Correction of nonlinear and linear scanning probe artifacts using orthogonal scan pairs.☆16Jun 29, 2021Updated 4 years ago
- TEM data quantification library through a model-based approach☆21Mar 11, 2026Updated 2 weeks ago
- Cuda/C++ library for Regularized 2D and 3D Tomography Reconstructions.☆22Aug 28, 2025Updated 6 months ago
- A python library for the quantification of eels spectra based on a modernised EELSMODEL☆23Jan 22, 2026Updated 2 months ago
- Open source version of the MuSTEM multislice electron microscopy simulation code, developed at the University of Melbourne.☆60May 19, 2020Updated 5 years ago
- ☆125Nov 10, 2023Updated 2 years ago
- Ptypy - main repository☆45Mar 16, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- quantitative electron microscopy analysis toolkit☆41Updated this week
- Blender application template simulating degrees of freedom in a focused ion beam system☆10Sep 3, 2021Updated 4 years 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
- ☆31Sep 12, 2025Updated 6 months ago
- Deep and Machine Learning for Microscopy☆224Jun 24, 2025Updated 9 months ago
- Fast multi-threaded hyperspectral total variational denoising☆13Sep 8, 2021Updated 4 years ago
- ☆17Feb 10, 2025Updated last year
- EDS and EELS data analysis with HyperSpy☆14Mar 2, 2026Updated 3 weeks ago
- Unsupervised Denoising for STEM Images.☆17Nov 15, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Virtually tilt TEM samples☆10May 27, 2024Updated last year
- Functions for analysis of high resolution electron microscopy and spectroscopy data.☆23May 9, 2022Updated 3 years ago
- Partial scanning transmission electron microscopy with deep learning☆11Jun 17, 2020Updated 5 years ago
- ☆21Jun 18, 2021Updated 4 years ago
- RMG is an Open Source code for electronic structure calculations and modeling of materials and molecules. It is based on density function…☆55Mar 20, 2026Updated last week
- Digital Twin Microscope☆27Dec 17, 2025Updated 3 months ago
- An open-source Python library for multi-dimensional diffraction microscopy.☆167Mar 16, 2026Updated last week
- A PyTorch only Library for Electron Backscatter Diffraction (EBSD)☆17Feb 17, 2025Updated last year
- C++/CUDA package for parallelized simulation of image formation in Scanning Transmission Electron Microscopy (STEM) using the PRISM and m…☆87Jan 30, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- a python wrapper for matchSeries☆15Oct 27, 2024Updated last year
- ☆10Feb 7, 2024Updated 2 years ago
- Scientific analysis of nanoscale materials imaging data☆275Sep 12, 2025Updated 6 months ago
- LLM-powered agents for scientific research automation☆47Updated this week
- A fully-featured package for multislice electron ptychography☆40Feb 11, 2026Updated last month
- ☆18Mar 4, 2021Updated 5 years ago
- polygon (ring network) discovery from XYZ files☆11Jun 21, 2016Updated 9 years ago