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mbarnfield63/README.md

💫 About Me:

2nd Year PhD Student @ UCL working on Machine Learning Applications for Astronomical Spectroscopy.

🌐 Socials:

Instagram LinkedIn

💻 Tech Stack:

Python Fortran Java Keras Matplotlib NumPy Pandas Plotly PyTorch scikit-learn Scipy TensorFlow Docker

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  1. ML_Isotopologue_Extrapolation ML_Isotopologue_Extrapolation Public

    A Physics-Informed Neural Network framework for predicting minor isotopologue energy levels using the ExoMol "Isotopologue Extrapolation" method.

    Python

  2. qn_predictions_co2 qn_predictions_co2 Public

    A Physics-Informed Neural Network (PINN) for assigning Herzberg notation quantum numbers to CO2 energy levels.

    Python

  3. Figures Figures Public

    TeX

  4. PHOTOX/ABIN PHOTOX/ABIN Public

    Multipurpose ab initio MD program.

    Fortran 12 7

  5. LPDM-emulation-trees_coarsen LPDM-emulation-trees_coarsen Public

    Jupyter Notebook

  6. FPL_Initial_Team_Selection FPL_Initial_Team_Selection Public

    Python