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FSU researchers enhance quantum machine learning algorithms


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IMAGE: William Oates, the Cummins Inc. Professor in Mechanical Engineering and chair of the Department of Mechanical Engineering at the FAMU-FSU College of Engineering.
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Credit: (FAMU-FSU College of Engineering/Mark Wallheisier
A Florida State University professor s research could help quantum computing fulfill its promise as a powerful computational tool.
William Oates, the Cummins Inc. Professor in Mechanical Engineering and chair of the Department of Mechanical Engineering at the FAMU-FSU College of Engineering, and postdoctoral researcher Guanglei Xu found a way to automatically infer parameters used in an important quantum Boltzmann machine algorithm for machine learning applications.
Their findings were published in ....

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Extreme-scale computing and AI forecast a promising future for fusion power


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IMAGE: Physicist C.S. Chang with figure showing turbulence eddies in an ITER plasma edge (green) with the heat-load footprint on the material wall carried by escaping hot plasma particles. Model simulated.
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Credit: Photo by Elle Starkman/PPPL Office of Communications. Simulation and image from Robert Hager and Seung-Hoe Ku.
Efforts to duplicate on Earth the fusion reactions that power the sun and stars for unlimited energy must contend with extreme heat-load density that can damage the doughnut-shaped fusion facilities called tokamaks, the most widely used laboratory facilities that house fusion reactions, and shut them down. These loads flow against the walls of what are called divertor plates that extract waste heat from the tokamaks. ....

United Kingdom , United States , Jerry Hughes , Robert Hager , Richard Pitts , Michael Churchill , Alberto Loarte , Princeton University Forrestal Campus In Plainsboro , Vienna University Of Technology , Fusion Center , Massachusetts Institute Of Technology , Culham Centre For Fusion Energy , Us Department Of Energy , Oak Ridge National Laboratory , Princeton Plasma Physics Laboratory , Office Of Science , Argonne National Laboratory , Oak Ridge Leadership Computing Facility , Joint European Torus , Massachusetts Institute , Argonne Leadership Computing Facility , Argonne National , Plasma Science , Vienna University , Vassili Parail , Culham Centre ,