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IlgarBaghishov/README.md
  • 👋 Hi, I’m @IlgarBaghishov
  • 👀 My research interests lie at the intersection of Artificial Intelligence and Science.
  • 🌱 My current research focuses on developing generative AI models for materials discovery, data generation and pruning algorithms for ML Interatomic Potential training, and design of automated workflows.
  • 📫 You can contact me by email at baghishov@utexas.edu

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  1. GenFlows GenFlows Public

    Simple implementations of Diffusion, Flow Matching, Rectified Flow, Schrödinger Bridges and MeanFlow for 2D image and 3D voxel generation

    Python

  2. DFTprecisionMLIP DFTprecisionMLIP Public

    Scripts and data for the paper titled "Application-specific Machine-Learned Interatomic Potentials: Exploring the Trade-off Between Precision and Computational Cost"

    Python 5

  3. MPElectroML MPElectroML Public

    Materials Project Electrodes with Machine-Learned Interatomic Potentials.

    Python

  4. pyiron/executorlib pyiron/executorlib Public

    Up-scale python functions for high-performance computing (HPC)

    Python 72 6