GraphCast is a deep learning model developed by Google DeepMind that focuses on global medium-range weather forecasting. Utilizing advanced machine learning techniques, it predicts weather changes with improved accuracy and speed. The GraphCast model plays a significant role in scientific research, enhancing our understanding and prediction of weather patterns, and holds considerable value across multiple fields including meteorology, agriculture, and aviation.