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Harnessing AI for extreme weather prediction

Aerial view of Gray swan extreme weather events that cause local devestation, like Hurricane Lee in 2023, pictured. Photo by National Oceanic and Atmospheric Administration.

UC Santa Cruz researchers are finding new ways to leverage AI to better predict rare, unprecedented events like Category 5 hurricanes.

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  • Risk of an adverse drug reaction may be influenced by specific Indigenous ancestry groups. Genetic studies using a broad population category such as “Latino” or even “Mexican” wouldn’t pick up these elevated risks, the researchers say. Yet that’s the level of detail usually available in large population-based gene banks, says Max Haeussler, head of the […]
  • The Seymour Marine Discovery Center, Professor of Electrical and Computer Engineering Marco Rolandi’s lab, Halon Entertainment, and swellcycle are teaming up to restore and preserve Ms. Blue, an iconic blue whale skeleton.
  • In research on fidgeting, UC Santa Cruz Professor of Computational Media Katherine Isbister has found that people engage in fidgeting when they’re trying to pay attention to a task that’s taking a long time, or in a long meeting (even if at the annoyance of those around them).
  • A project led by Assistant Professor of Applied Mathematics Javier Gonzalez-Rocha is using drone flights and new monitoring technologies to better understand when and where farmworkers are most severely exposed to air pollution.
  • IEEE Spectrum’s most popular biomedical stories of the past year centered both on incorporating new technologies and revamping old ones, featuring work from Professor of Computer Science and Engineering Katia Obraczka’s lab on using Wi-Fi to detect heartbeat.
  • Fire Oracle, one of the projects developed at the Reboot the Earth hackathon hosted by the United Nations and the UC Santa Cruz Baskin School of Engineering, uses machine learning to accelerate prescribed burn planning.

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Grad student in the Angela Brooks lab

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