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Achievements

Achievement: Pull SharkAchievement: Starstruck

Achievements

Achievement: Pull SharkAchievement: Starstruck

Highlights

  • Pro

Organizations

@WPEM @MaterialsInformaticsDemo @AI4Cr
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Bin-Cao/README.md

Bin CAO 曹斌 Logo

Supervisor: Professor Zhang Tong-yi

Passionate about the unrestricted dissemination of knowledge, as well as research that is transparent and accessible.

Engaging in AI4CM (Artificial Intelligence for Computational Materials) research, focusing on crystal structure analysis and characterization. My research interests include:

  • Developing physics-informed machine learning algorithms
  • Spectroscopy methods and refinement of X-ray diffraction pattern
  • Coupled scattering between X-ray and crystals
  • Crystal electronic structure

Typing SVG

Screenshotll Screenshot 2024-07-01 at 11 03 11

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  1. Bgolearn Bgolearn Public

    A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning

    Jupyter Notebook 79 14

  2. TrAdaboost TrAdaboost Public

    Boosting for transfer learning with single / multiple source(s) Regression / Classification

    Python 34 8

  3. SimXRD SimXRD Public

    a simulated xrd pattern database

    Jupyter Notebook 2

  4. compasszzn/XRDBench compasszzn/XRDBench Public

    Python 2

  5. WPEM/CPICANN WPEM/CPICANN Public

    Crystallographic Phase Identifier of Convolutional self-Attention Neural Network

    Jupyter Notebook 4

  6. WPEM/CGWGAN WPEM/CGWGAN Public

    Crystal Generative Framework based on Wyckoff Generative Adversarial Network

    Python 1