ziatdinovmax / pyroVEDLinks
Invariant representation learning from imaging and spectral data
☆52Updated last year
Alternatives and similar repositories for pyroVED
Users that are interested in pyroVED are comparing it to the libraries listed below
Sorting:
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- ☆41Updated 2 years ago
- Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry☆85Updated 4 months ago
- Deep and Machine Learning for Microscopy☆213Updated 3 months ago
- an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)☆41Updated 2 years ago
- Spring 2023 seminar on automated experiment☆23Updated 2 years ago
- Gaussian process augmented with a probabilistic model of expected system's behavior☆15Updated 3 years ago
- The materials for the Spring Mathematics in Materials course at the UTK MSE☆49Updated last year
- Course materials for "Applied AI for Materials Science and Engineering"☆66Updated 3 years ago
- ☆63Updated 10 months ago
- Design space subset estimation using Bayesian algorithm execution with sklearn GP models☆23Updated 11 months ago
- ☆21Updated last year
- ☆42Updated last year
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆14Updated 4 years ago
- Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation☆51Updated 5 years ago
- 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
- Connecting experimental materials science with computational modeling and literature analysis via LLM-powered agents☆23Updated 3 weeks ago
- ☆14Updated 3 years ago
- Codebase to drive the Perovskite Automated Spin Coat Assembly Line (PASCAL) in the Fenning research group.☆18Updated 3 weeks ago
- ☆35Updated last month
- ☆123Updated last year
- Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbal…☆17Updated last year
- Condor: a simulation tool for flash X-ray imaging☆25Updated last month
- Code for performing adversarial attacks on atomistic systems using NN potentials☆40Updated 3 years ago
- Honegumi (骨組み) is an interactive "skeleton code" generator for API tutorials focusing on optimization packages.☆60Updated 2 months ago
- Sparse Linear Regression Models☆19Updated this week
- The materials for the Fall ML in Materials course at the UTK MSE☆87Updated last year
- ☆43Updated 6 months ago
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated 3 months ago
- Software and instructions for setting up and running a self-driving lab (autonomous experimentation) demo using dimmable RGB LEDs, an 8-c…☆77Updated 3 months ago