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Particle physicists get AI help with beam dynamics – Physics World

Particle physicists get AI help with beam dynamics – Physics World
physicsworld.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from physicsworld.com Daily Mail and Mail on Sunday newspapers.

AI tells us what particle accelerator beams look like

Researchers develop clever algorithm to impro

Whenever SLAC National Accelerator Laboratory’s linear accelerator is on, packs of around a billion electrons each travel together at nearly the speed of light through metal piping. These electron bunches form the accelerator’s particle beam, which is used to study the atomic behavior of molecules, novel materials and many other subjects. But trying to estimate what a particle beam actually looks like as it travels through an accelerator is difficult, leaving scientists often with only a rough approximation of how a beam will behave during an experiment. Now, researchers at the Department of Energy’s SLAC, the DOE’s Argonne National Laboratory and the University of Chicago have developed an algorithm that more precisely predicts a beam’s distribution of particle positions and velocities as it zips through an accelerator.

Researchers develop clever algorithm to improve our understanding of particle beams in accelerators: The algorithm pairs machine-learning techniques with classical beam physics equations to avoid massive data crunching

Researchers develop clever algorithm to improve our understanding of particle beams in accelerators: The algorithm pairs machine-learning techniques with classical beam physics equations to avoid massive data crunching
sciencedaily.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from sciencedaily.com Daily Mail and Mail on Sunday newspapers.

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