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physics.plasm-ph2019★ 16 cited
Using Sparse Gaussian Processes for Predicting Robust Inertial Confinement Fusion Implosion Yields
Peter Hatfield, Steven Rose, Robbie Scott +3
Here we present the application of an advanced Sparse Gaussian Process based machine learning algorithm to the challenge of predicting the yields of inertial confinement fusion (IC…
physics.plasm-ph2019★ 40 cited
The Blind Implosion-Maker - Automated Inertial Confinement Fusion experiment design
P. W. Hatfield, S. J. Rose, R. H. H. Scott
The design of inertial confinement fusion experiments, alongside improving the development of energy density physics theory and experimental methods, is one of the key challenges i…