Catalyst structure optimization using kinetic Monte Carlo and machine learning. It is applied to a model system of NH3 decomposition on NiPt.
- Atomic simualtion environment : Data structures for molecular structures and file IO.
- scikit-learn : Used for neural network
- NetworkX : Handles graph theroy tasks such as node attributes and subgraph isomorphisms.
- Zacros-Wrapper : Used to build the lattice and run KMC simulations for NH3 decomposition.
- Marcel Nunez ([email protected])