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Flexible python code to accelerate the application of foundation force fields for their use in surface science and catalysis.

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cjowen1/catomistic

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catomistic

A package for atomistic simulations and machine learning in catalysis and surface chemistry. This code is actively being developed, as of May 07, 2025, by Cameron J. Owen.

Project Structure

catomistic/
├── src/
│   └── catomistic/  # Main package code
│       ├── core/    # Core functionality
│       ├── models/  # ML models
│       └── utils/   # Utility functions
├── tests/           # Test files
├── examples/        # Example notebooks and scripts
├── docs/           # Documentation
├── pyproject.toml  # Package configuration
└── README.md

Installation

Basic Installation

pip install .

Requirements

  • Python >=3.9
  • PyTorch >=2.0.0
  • Other dependencies are handled automatically by pip

Development

  1. Clone the repository:
git clone https://github.com/cjowen1/catomistic.git
cd catomistic
  1. Create a virtual environment (recommended):
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
  1. Run tests (not yet implemented):
pytest

Contributing

  1. Fork the repository
  2. Create a feature branch
  3. Make your changes
  4. Run tests and ensure they pass
  5. Format and lint with ruff
  6. Submit a pull request

License

MIT License

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Flexible python code to accelerate the application of foundation force fields for their use in surface science and catalysis.

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