abred / DeepSPMLinks
A machine learning approach allowing to acquire and classify data autonomously in multi-day Scanning Probe Microscopy experiments
☆25Updated last year
Alternatives and similar repositories for DeepSPM
Users that are interested in DeepSPM are comparing it to the libraries listed below
Sorting:
- Deep and Machine Learning for Microscopy☆212Updated 2 months ago
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated 2 months ago
- ab initio Transmission Electron Microscopy☆251Updated last month
- ☆59Updated 2 months ago
- Machine learning molecule graphs from atomic force microscopy images.☆12Updated 2 years ago
- AI-based analytical tools for the analysis of STEM images.☆10Updated 10 months ago
- A Python module for fast computation of 2D and 3D radial distribution functions (RDFs).☆31Updated last year
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- ☆123Updated last year
- TEM data quantification library through a model-based approach☆19Updated 3 weeks ago
- ☆12Updated last year
- Invariant representation learning from imaging and spectral data☆51Updated last year
- Classical force field model for simulating atomic force microscopy images.☆56Updated last week
- gpaw-tools is a powerful and user-friendly UI/GUI tool for conducting Density Functional Theory (DFT) and molecular dynamics (MD) calcula…☆28Updated last month
- 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
- ☆102Updated 3 weeks ago
- ☆19Updated 8 months ago
- Deep convolutional neural networks to restore single-shot electron microscopy images☆44Updated 8 months ago
- MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice sim…☆75Updated 2 months ago
- Collection of MATLAB scripts for modeling of interaction between crystals and x-rays or electrons.☆23Updated 8 years ago
- The software ReciPro makes various crystallographic calculations, visualizes a crystal structure, simulates a diffraction pattern and hig…☆143Updated last month
- Python code for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)☆21Updated last year
- Digital Twin Microscope☆17Updated 8 months ago
- A Python interface to the electron microscopy simulation program QSTEM☆63Updated 4 years ago
- Reads crystallographic cif files and simulates diffraction☆69Updated 2 weeks ago
- Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2☆14Updated 7 years ago
- ElectronDiffraction Tools can be used to process & analysis electron diffraction patterns and HRTEM images.☆16Updated 2 weeks ago
- Implementation of geometric phase analysis (GPA) in C++☆29Updated 2 years ago
- Repository for links to software packages and databases used in deep-learning applications for materials science☆145Updated 4 months ago
- Modules for generating nanoscale+ atomic scenes, primarily using pymatgen as generators with S/TEM image simulation in mind☆14Updated 5 months ago