About fluids
The original vision was formed in early 2017. Since then, fluids has excelled at the weather and atmospheric sciences including innovations in deep learning, artificial intelligence, and tropical storm forecasting.
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The 2024 Hurricane Season: A Review of Helene’s Impact and the Power of Machine Learning in Disaster Management
Overview of the 2024 Hurricane Season As the 2024 Atlantic hurricane season approaches its conclusion, it is essential to assess the predictions made at the beginning of the season against the actual outcomes. The National Oceanic and Atmospheric Administration (NOAA) forecasted an above-normal season with an 85% probability, anticipating between 17 to 25 named storms,…
A Deep Recurrent Neural Network to Forecast the Intensity and Trajectory of Atlantic Tropical Storms
J1.6A A Deep Recurrent Neural Network to Forecast the Intensity and Trajectory of Atlantic Tropical Storms More Wednesday, 9 January 2019: 9:45 AM North 124B (Phoenix Convention Center – West and North Buildings) Hammad Usmani, Georgia Institute of Technology, Atlanta, GA Recorded Presentation The National Hurricane Center (NHC) and National Oceanic and Atmospheric Administration (NOAA)…
Data Archival & Backup for Emergency Preparedness
Introduction Simulations of emergency scenarios due to powerful artificial intelligence like AGI (Artificial General Intelligence) describe increased cyberattacks that elevate the risk of cloud data infrastructure. Our experimental specialty consists of deep learning models that forecast extreme weather events such as hurricanes so offline media like M-Disc stores our data as part of our disaster…
2022 Atlantic Hurricane Season
The 2022 Atlantic hurricane season started on June 1st and ended November 30th. Fourteen storms were named, out of which 2 were major hurricanes. The NOAA forecast predicted 14 to 21 names of storms with an average speed of 39 mph or higher. Out of them, 6 to 10 were predicted to be potentially massive…
Harnessing Generative AI for Innovative Hurricane Visualization
Visualising the intensity and progression of hurricanes on digital platforms has seen an impressive upgrade. A diligent researcher has created a set of distinctive icons that represent the categories of the Saffir-Simpson Hurricane Wind Scale. They are hosted on a GitHub repository called hurricane-net and can be found here. These icons, interestingly, are not just…
A.I. Generated Art, Prompts on Climate Change and the Environment
50 Artistic Images Generated by Stable Diffusion about the Environment and Climate Change A Painting Of A Flood In The Style Of Vincent Van Gogh A Painting Of A Tornado In The Style Of Pablo Picasso A Painting Of Climate Change In The Style Of Leonardo da Vinci A Painting Of A Storm In The…
Hurricane Artificial Intelligence
Please stay tuned for more updates on an interactive map.
2025 Atlantic Hurricane Season Forecast
AI was not used to generate any content or code. Any assistance was for grammar and proofreading. While the official Atlantic hurricane season begins on June 1st and ends on November 30th, does every day have an equal chance of a severe hurricane? If not, on which days are they most active? These are questions…
Voice of the Storm: MMS TTS for Global Weather Alerts
In the vanguard of meteorological innovation, ‘hurricane-tts‘ emerges as a monumental integration of advanced technologies, setting new standards in delivering critical storm alerts. At its core, the project harnesses the massively multilingual Text-to-Speech capabilities from Facebook AI Research (FAIR), transforming weather data into spoken word with unparalleled linguistic diversity. Coupled with the analytical prowess of…