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Since research in laser plasma interaction has moved from single-shot experiments to enabling real world applications, the need to pin down what has happened in an experiment requires to compare experiment & model data in a reproducible manner. This is important to first quantify the variability still seen in experiments while working towards predictive capabilities of models even at ultrahigh intensities.
We present recent results of laser acceleration experiments of electrons & ions to explain how the need for more control of the acceleration process and better knowledge of the physical effects that play a role at ultrahigh intensities require a fusion of modelling and experiment work in new ways.
Michael Bussmann
"Fusing laser plasma data from experiment and simulation at the petascale (Conference Presentation)", Proc. SPIE 11039, Research Using Extreme Light: Entering New Frontiers with Petawatt-Class Lasers IV, 1103914 (14 May 2019); https://doi.org/10.1117/12.2526332
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Michael Bussmann, "Fusing laser plasma data from experiment and simulation at the petascale (Conference Presentation)," Proc. SPIE 11039, Research Using Extreme Light: Entering New Frontiers with Petawatt-Class Lasers IV, 1103914 (14 May 2019); https://doi.org/10.1117/12.2526332