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Automated Analysis for Detecting Beams in Laser Wakefield Simulations
2008
2008 Seventh International Conference on Machine Learning and Applications
Laser wakefield particle accelerators have shown the potential to generate electric fields thousands of times higher than those of conventional accelerators. The resulting extremely short particle acceleration distance could yield a potential new compact source of energetic electrons and radiation, with wide applications from medicine to physics. Physicists investigate laser-plasma internal dynamics by running particle-in-cell simulations; however, this generates a large dataset that requires
doi:10.1109/icmla.2008.69
dblp:conf/icmla/UshizimaRPWBAGCHMH08
fatcat:ceyisw32ana33lfxwefsmv3uvi