A large blue weather truck equipped with a radar dish and other scientific instruments is parked on a gravel road. Two people are standing on the side, one looking towards the sky and the other holding a clipboard inside the truck, with the doors open. Dark stormy clouds are visible in the background, suggesting severe weather conditions.
A large blue weather truck equipped with a radar dish and other scientific instruments is parked on a gravel road. Two people are standing on the side, one looking towards the sky and the other holding a clipboard inside the truck, with the doors open. Dark stormy clouds are visible in the background, suggesting severe weather conditions.

The expected outcomes of this research include: 1) Proposing a continuous-time prediction framework based on the integration of fluid mechanics and AI, providing a novel methodology for typhoon path prediction; 2) Validating the advantages of this framework in terms of prediction accuracy and computational efficiency, offering a basis for practical applications; 3) Identifying the limitations of the framework and proposing optimization directions, promoting further development in related fields. These outcomes will help improve the accuracy of typhoon path prediction, reduce the losses caused by natural disasters, and provide experimental data and application scenarios for the further optimization of OpenAI models, fostering the intersection of artificial intelligence and meteorology.

Research Gallery

Visualizing fluid mechanics and AI in typhoon prediction research.

Dark, swirling storm clouds fill the sky, creating an ominous and dramatic atmosphere. The cloud formations are dense and layered, suggesting turbulent weather.
Dark, swirling storm clouds fill the sky, creating an ominous and dramatic atmosphere. The cloud formations are dense and layered, suggesting turbulent weather.
Dark, stormy clouds fill the sky with a heavy and turbulent appearance. The silhouette of tree branches and leaves are visible at the top of the image, suggesting a stormy or overcast weather.
Dark, stormy clouds fill the sky with a heavy and turbulent appearance. The silhouette of tree branches and leaves are visible at the top of the image, suggesting a stormy or overcast weather.
Vast ocean waves under a dramatic sky. Distant shoreline with small houses and vegetation. Clouds appear heavy and layered, indicating possible approaching weather.
Vast ocean waves under a dramatic sky. Distant shoreline with small houses and vegetation. Clouds appear heavy and layered, indicating possible approaching weather.
A lone airplane is silhouetted against a dramatic sky filled with dark, swirling clouds, suggesting an impending storm.
A lone airplane is silhouetted against a dramatic sky filled with dark, swirling clouds, suggesting an impending storm.
Research

Innovative prediction framework for typhoon paths.

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