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AI prediction product

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  • WGAN-GP strucure is used to train the generator.
  • More accurate than the traditional nowcasting.
  • This product can predict the propogation of radar reflectivity in 60 min.
  • More details in AI application on weather prediction.

    • Contact me: kaiyilin0927@gmail.com KAI-I Linkedin

    Data Analysis (Python)

    Data analysis of atmospheric science

    Cloud seeding analysis

  • Build an instrument QA/QC system.
  • Modifying WRF model to validate the scientific questions.

    • Terrain precipitation analysis

  • Retrieve 3D wind field by WISSDOM.
  • Investigate the reason of heavy rainfall in YiLan.

    • Next Frame Prediction & Classification (Python; AI)

    AI application on weather prediction

    Binary classification of thunder storm

  • Deep Nueral Network is used.
  • Improve 25% accuracy than original AI module.

    • Next Frames prediction of radar reflectivity

  • Develop WGAN-GP structure for training.
  • Prediction of AI is better than the traditional method.

    • Generative AI & Large Language Model Application (Pyhton; AI; CS50)

    Lesson plan of Generative AI and LLM for searching glossary

    Educational Project of Generative AI

  • Analyzing the Principles and Applications of Generative AI

    • LLM for searching glossary (CS50)

  • Transformer, Python, and SQL are used.
  • Similar to RAG method.