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  1. FIDLAR FIDLAR Public

    Code for the paper "FIDLAR: Forecast-Informed Deep Learning Approaches for Flood Mitigation" accepted by AAAI'25.

    Jupyter Notebook 5 1

  2. ReFine ReFine Public

    Code for the paper "Boosting Time Series Prediction of Extreme Events by Reweighting and Fine-tuning" accepted by IEEE Big Data 2024.

    Jupyter Notebook 3

  3. DL-WaLeF DL-WaLeF Public

    Code for "Deep Learning Models for Water Stage Prediction in South Florida", accepted by Journal of Water Resources Planning and Management.

    Jupyter Notebook 5

  4. ParaRCNN-Time-Series-Forecasting ParaRCNN-Time-Series-Forecasting Public

    Code for "Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting" accepted by AALTD workshop at ECML-PKDD 2023.

    Jupyter Notebook 2

  5. DL-Foundation-Models-Weather DL-Foundation-Models-Weather Public

    Curated papers on survey paper "deep learning and foundation models for weather prediction".

    7

  6. FloodGTN_Prediction FloodGTN_Prediction Public

    Code for the paper "Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates".

    Jupyter Notebook 1 1