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working from extraterrestrial space
🏞️
working from extraterrestrial space
14 followers · 29 following

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kaifengZheng/README.md

Hi there 👋

  • 🔭 I’m currently working on machine-learning models to decode X-ray absorption spectroscopy, aiming to understand the morphological and structural information of nanomaterials.
  • 🌱 To achieve this goal, I’m currently deepening my knowledge in the fundamental physics behind XAS, neural network architectures, global optimization techniques (such as genetic algorithm and simulated annealing), advanced Python programming, computer algorithms, and utilization of chemical visualization tools like Blender, Vista, and Matplotlib.

Github stats

NobleMajo

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  1. Stochastic-Learning Stochastic-Learning Public

    Using R and Matlab to learning data

    MATLAB

  2. CNN_EXAFS_PDF CNN_EXAFS_PDF Public

    This repo contains all codes related to the work entitled "Decoding the Pair Distribution Function of Uranium in Molten Fluoride Salts from X-ray Absorption Spectroscopy Data by Machine Learning"

    Jupyter Notebook

  3. zanes zanes Public

    A python toolbox to perform XAS analysis, including XAS data processing, wavelet transform, and fitting. This toolbox is a wrapper on Xraylarch (https://xraypy.github.io/xraylarch/), and extend its…

    Jupyter Notebook 1

  4. GA_nano_generator GA_nano_generator Public

    generate nanoparticles by given descriptors using genetic algorithm

    Jupyter Notebook 1

  5. Multitasking_FEFF_calculator Multitasking_FEFF_calculator Public

    Running FEFF tasks in parallel

    Python 1

  6. Geometry_util Geometry_util Public

    util functions and classes for shape project

    Python