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Aurora: A Foundation Model of the Atmosphere - Tutorial 1

Offered By: MICDE University of Michigan via YouTube

Tags

Foundation Models Courses Machine Learning Courses Neural Networks Courses Computational Fluid Dynamics Courses Climate Modeling Courses Atmospheric Science Courses Physics Informed Machine Learning Courses

Course Description

Overview

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Explore the groundbreaking Aurora foundation model for atmospheric science in this comprehensive tutorial led by Paris Perdikaris. Delve into the innovative approach of leveraging large language models to revolutionize climate and weather prediction. Learn about the model's architecture, training process, and its potential applications in enhancing our understanding of atmospheric dynamics. Gain insights into how Aurora integrates vast amounts of meteorological data to create a powerful tool for researchers and forecasters alike. Discover the challenges and opportunities in developing foundation models for complex physical systems, and understand how this cutting-edge technology is poised to transform the field of atmospheric science.

Syllabus

Paris Perdikaris: Aurora: A Foundation Model of the Atmosphere (Tutorial 1)


Taught by

MICDE University of Michigan

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