Inverse design of the radiation temperature for indirect laser-driven equation-of-state measurement
Lingrui Liao,
Jingxiang Shen,
Liang Sun
et al.
Abstract:The theoretical design for the time profile of radiation temperature plays an important role in indirect laser-driven equation-of-state measurement, which severely relies on a large number of radiation hydrodynamic simulations. In this work, we provide a concise data-driven method for optimizing the radiation temperature profile, which combines a time-varying Volterra model with an improvement achieved by data generation via radiation hydrodynamic simulations utilizing random perturbations in a skew normal dis… Show more
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