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physics.plasm-ph2026
High-dimensional inverse design of inertial fusion implosions via differentiable simulation
A. J. Crilly, P. Travis, J. P. Brodrick +2
Inertial confinement fusion implosion design requires simultaneous optimisation of strongly coupled target and driver parameters across high-dimensional design spaces. Existing aut…
physics.plasm-ph2026
Energy-based models for diagnostic reconstruction and analysis in a laboratory plasma device
Phil Travis, Troy Carter
Energy-based models (EBMs) provide a powerful and flexible way of learning a joint probability distribution over data by constructing an energy surface. This energy surface enables…