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elliheyes/README.md

👋 Hi, I'm Elli Heyes

🎓 I'm currently a Postdoc at California Institute of Technology sponsored by a Lindemann Fellowship.
My work applies machine learning and numerical methods to study objects in mathematics and theoretical physics.

🔎 Research Interests

  • Machine Learning
  • Special Holonomy Manifolds
  • Combinatorics
  • String Theory

🔬 Selected Projects

Generating Calabi–Yau Manifolds

We generate Calabi–Yau manifolds via the toric construction using a genetic algorithm.

Rigorous Kahler-Einstein Metric

We produce an approximate Einstein metric on a toric Kahler manifold and prove that this is close to the true Einstein metric.

📫 Get in touch:
Email • Google Scholar • LinkedIn

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    Genetic algorithm for generating reflexive polytopes.

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    Deep Q-learning reinforcement learning model to generate fine regular star triangulations of reflexive polytopes.

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  4. elliheyes elliheyes Public