Digital twins of Laser-plasma interactions


Digital twins of Laser-plasma interactions

Debus, A.; Pausch, R.; Kluge, T.; Vorberger, J.; Hoffmann, N.

Digital twin challenges:

* Hybrid LWFA+PWFA accelerator -- a compact plasma wakefield accelerator
* Scaling plasma ion accelerators to therapeutical energies -- high precision control of the plasma dynamics using ultra-intense ultra-short laser pulses
* Producing, probing, and simulating warm dense matter -- X-ray scattering and first principle simulations

Joining forces in meeting these challenges:

* Road to Exascale for particle-in-cell code PIConGPU
* From particle-in-cell simulation to surrogate models -- surrogate modelling and reconstruction of LWFA by invertible neural networks
* DFT and Monte Carlo as first principle input for PIC and MHD simulations.

  • Lecture (Conference) (Online presentation)
    DMA-ST3 Meeting, 18.5.2021, Virtuell, Deutschland

Permalink: https://www.hzdr.de/publications/Publ-33823
Publ.-Id: 33823