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Physics - Learning Governing Equations and Control Parameters from Data

Using a few measurements of a pattern-forming system, a new machine-learning algorithm can determine the system’s governing equations and their parameters in a form that is interpretable by scientists. ....

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UW to lead new NSF institute for using artificial intelligence to understand dynamic systems


UW News
The UW will lead a new artificial intelligence research institute that will focus on fundamental AI and machine learning theory, algorithms and applications for real-time learning and control of complex dynamic systems, which describe chaotic situations where conditions are constantly shifting and hard to predict.Andy Freeberg/University of Washington
The U.S. National Science Foundation today announced 11 new artificial-intelligence research institutes, including one led by the University of Washington. These institutes are part of a $220 million investment spanning seven research areas in AI. Each institute will receive about $20 million over five years.
J. Nathan KutzUniversity of Washington ....

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