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Artificial intelligence

Machine learning

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Displaying 51 - 53 of 53

Efficient Parameter Exploration of Simulation Studies

November 18, 2022

Author(s)

Megan Olsen, M S Raunak

Simulation is a useful and effective way to analyze and study complex, real-world systems. It allows researchers, practitioners, and decision makers to make sense of the inner working of a system that involves many factors often resulting in some sort of

Advancing Discovery with Artificial Intelligence and Machine Learning at NSLS-II

September 16, 2022

Author(s)

Bruce Ravel

With the National Synchrotron Light Source II (NSLS-II) coming online in 2015 as the brightest source in the world, the imminent upgrades at the Advanced Photon Source, Advanced Light Source, and Linear Coherent Light Source, and advances in detector

Finding the Signal from the Smoke: A Real-Time, Unattended Fire Prevention System Using 3D Convolutional Neural Networks

August 31, 2022

Author(s)

Michael Ngai, Eugene Yujun Fu, Wai Cheong Tam, Grace Ngai, Amber Yang

Cooking fires are dangerous. Every year, they are responsible for taking away more than 500 lives in the U.S. alone. Existing approaches using sensors usually require expensive retrofitting and are not feasible in real-life situations. This research

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