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katiana22/README.md

Hi👋🏼, I'm Katiana!👩🏻‍💻

  • 🌽 I am a Data Scientist at Bayer Crop Science R&D
  • 🌱 I research artificial intelligence (AI) methods for the discovery and design of high-performinig crops
  • 🖥️ I have developed and maintain several open-source libraries (more on that here!)
  • 👥 For more information check out my personal website.

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  1. SURGroup/UQpy SURGroup/UQpy Public

    UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

    Python 268 77

  2. TL-DeepONet TL-DeepONet Public

    Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.

    Python 58 9

  3. GDM-PCE GDM-PCE Public

    Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".

    Jupyter Notebook 35 5

  4. latent-deeponet latent-deeponet Public

    Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."

    Python 39 10