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KingaMas/README.md

πŸ‘‹ Hi, I'm Kinga

πŸŽ“ PhD Researcher in Machine Learning for Materials Discovery Β· Imperial College London

πŸ’‘ Passionate about open, reproducible science and the development of machine-learning models that accelerate materials discovery


🧠 Research Focus

My research interests include:

  • 🧩 Generative models for inorganic solids
  • βš›οΈ Geometric graph neural networks
  • πŸ”‹ Quantitative evaluation of generative models
  • πŸ“Š Open and reproducible software for atomistic machine learning

🌐 Links

ORCID Google Scholar LinkedIn Zenodo


πŸ’¬ Open to Collaboration

Outside research, I enjoy science communication and collaborative software projects that bring transparency to data-driven materials design

🀝 Open to collaborations on generative modelling, dataset curation, and reproducibility in materials informatics

Pinned Loading

  1. WMD-group/SMACT WMD-group/SMACT Public

    Python package to aid materials design and informatics

    Python 143 33

  2. ultra-fine-filters ultra-fine-filters Public

    Python 1

  3. hspark1212/synthesis-agent hspark1212/synthesis-agent Public

    2025 LLM Hackathon for Applications in Materials and Chemistry

    Python 28 4