ziatdinovmax / Notebooks-for-papersLinks
Jupyter notebooks describing data analysis procedures for my published/submitted papers
☆14Updated 4 years ago
Alternatives and similar repositories for Notebooks-for-papers
Users that are interested in Notebooks-for-papers are comparing it to the libraries listed below
Sorting:
- 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
- ☆19Updated last year
- ☆14Updated 3 years ago
- Deep learning for crystal-structure recognition and analysis of atomic structures☆43Updated last year
- Materials for "AI for Atoms: How to Machine Learn STEM" Workshop☆19Updated 4 years ago
- ☆33Updated 5 years ago
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆35Updated 3 years ago
- A synthesis planning algorithm designed by Jiadong Chen, Wenhao Sun, in University of Michigan.☆19Updated last year
- Accelerated Design of Layered Materials with Bayesian Optimization☆19Updated 6 years ago
- Deep learning framework for atomistic image data☆34Updated this week
- Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2☆14Updated 7 years ago
- Codebase to drive the Perovskite Automated Spin Coat Assembly Line (PASCAL) in the Fenning research group.☆17Updated last week
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated 2 months ago
- ☆20Updated last year
- Data Science for Materials Science☆64Updated 2 weeks ago
- Materials Design by Monte Carlo Tree Search☆35Updated 3 years ago
- Course materials for "Applied AI for Materials Science and Engineering"☆65Updated 3 years ago
- code package with elemental property dictionary that trains a model based on training dataset and gives prediction on new perovskite comp…☆27Updated 7 years ago
- Code to help you get started using machine learning in materials science☆17Updated 6 years ago
- Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.☆37Updated last year
- Chemically Directed Atom Swap Hopping -- Crystal structure prediction by swapping atoms in unfavourable chemical environments☆22Updated 2 years ago
- Screening the Materials Project for novel materials to be synthesized by the autonomous laboratory (A-Lab).☆46Updated last year
- Crystallography Companion Agent☆21Updated 3 years ago
- This python code creates hybrid MD/MC (NAMD/GOMC) simulations for the NVT, NPT, GCMC, and GEMC-NVT ensembles☆43Updated 2 weeks ago
- Package to use an FCN to learn defects from STEM imaging☆25Updated 2 years ago
- AlabOS: Managing the workflows in the Autonomous lab☆44Updated 3 weeks ago
- ☆63Updated 9 months ago
- Python interface for the Dr. Probe command line tools☆12Updated 4 years ago
- The materials for the Fall ML in Materials course at the UTK MSE☆86Updated last year
- DeepStruc is a Conditional Variational Autoencoder which can predict the mono-metallic nanoparticle from a Pair Distribution Function.☆26Updated last year