CrabNet
by anthony-wang
Predict materials properties using only the composition information!
AI summary
Material predictor
A deep learning framework for predicting material properties from composition information.
- stars
- 94
- forks
- 29
- watching
- 8
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Material predictor
A Python package implementing a machine learning framework for predicting material properties from composition or crystal structure data.
Neural property predictor
A toolbox for training and applying deep neural networks to predict atomistic properties of molecules and materials
Crystal Property Predictor
An implementation of a deep learning framework to predict material properties from crystal structures.
Molecular predictor
An open-source Python framework for developing machine learning models to predict quantum-mechanical observables of molecular systems.
Materials Science Benchmarking Tool
Provides tools and resources for testing machine learning performance on materials science data
Molecular affinity predictor
A deep learning framework for predicting protein-compound affinity from molecular sequences and structures
Chem prop predictor
A software framework for machine learning of chemical property prediction using message passing neural networks
Materials simulator
A toolkit for machine learning in materials science, enabling the development of predictive models and simulations.
Chemical property predictor
An implementation of a deep learning model for predicting chemical properties from molecular structure data
Property predictor
A neural network architecture for predicting chemical properties using multiple molecular representations.
Realism predictor
Predicts and improves visual realism in composite images using deep learning techniques
Material database framework
A framework for building and managing material properties databases
Chemical predictor
A deep learning framework for predicting chemical properties using graph convolutional neural networks
Future prediction model
An implementation of Deepmind's Visual Interaction Networks using PyTorch to predict future events in physical scenes.
Materials model evaluator
An evaluation framework for machine learning models used in materials discovery
Featured in 1 awesome list
Each link jumps to the spot where the list mentions CrabNet.
