Abstract: Federated learning–based fault diagnosis enables collaborative monitoring of rotating machinery without sharing raw vibration data. In practice, variations in operating conditions and ...
This course surveys the use of optimization to design behavior. We will explore ways to represent policies including hand-designed parametric functions, basis functions, tables, and trajectory ...
The use of statistics is ubiquitous in astronomy and astrophysics. Modern advances are made possible by the application of increasingly sophisticated tools, often dubbed "data mining", "machine ...
GSAS-II is open source and is written largely in object-oriented Python but offers speeds comparable to compiled code because of its reliance on the Python NumPy and SciPy packages for computation. It ...
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Microsoft Research conducts fundamental science and technology research across a spectrum of research areas. With labs around the globe we pursue breakthroughs across the computing and AI stack to ...
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