New Artificial Intelligence (ai) Tools developed by university researchers Hawaii Manoa makes it easy for scientists to explore complex geoscience data, from tracking the sea level on Earth to analyzing Mars' atmospheric conditions. Their work was published in Journal of Journal Digital Research: Machine Learning and Calculation.
“We have built a prototype assistant that allows scientists to ask mediocre questions and get back working codes, clear explanations, and even numbers to be published in minutes.” you know Sea Level Center, part of the Cooperative Institute for Ocean Atmospheric Research you know Manoa School of Marine Science and Technology (The Soviet Union). “Our goal was to lower the barriers between geophysical data and those trying to understand it.”
System, Intelligent Data Exploration Assistant (Ideas), openai's artificial intelligence is similar to what powers chatgpt, but connects to data archives of you know Sea level center. Widlansky and Nemanja Komar, the research co-authors and software engineers behind the project, were equipped with specialized instructions, essentially a digital user manual for interpreting sea level data. When users ask questions, AI generates computer code and runs securely and securely you know computer.
Coastal changes, new adaptations
Introducing IdeasPotentially, researchers have developed a prototype application called Station Explorer Assistant (sea). sea It serves as a practical example of how to do it Ideas The system can be used to analyze global sea level data. This allows both scientists and students to investigate changes in the coastal area simply by asking questions.
“With the Station Explorer Assistant, users don't need to create a single line of code to analyze Tide gauge data, track sea level rise, or assess flood occurrence,” Widlansky said. “The exciting part of this piece is just how easy it is Ideas The framework can be adapted to explore new datasets,” Comer added.
Tools to help, not exchange
Still, researchers warn that ai– The generated analysis is not innocent. “sea others Ideas– Based applications can make mistakes, such as incorrectly calculating trend errors. ” Widlanski said.
Flexibility is central Ideas'Design. An open source, general purpose framework, can be customized to suit a variety of research issues, from ocean forecasting to land use changes to even planetary science. It's still a prototype, but The Soviet Union Created by researchers sea Available online for scientists and university students to try and test. Developers recommend exploring Ideas Experiment with GitHub frameworks and adapting to your own data or using it in other large language model services. Teams welcome feedback and collaboration to help improve Ideas Expand your scientific applications.
Users of sea and Ideas You can provide feedback by sending an email to Idea-dev-grp@hawaii.edu.
