A conditional GAN can recover phase-shift maps from synthetic laser-plasma interferograms, but the same network misreconstructs a real interferogram, so the approach remains a preliminary proof of concept.
Plasma density profile reconstruction of a gas cell for Ionization Induced Laser Wakefield Acceleration
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Novel techniques of imaging interferometry analysis to study gas and plasma density for laser-plasma experiments
A conditional GAN can recover phase-shift maps from synthetic laser-plasma interferograms, but the same network misreconstructs a real interferogram, so the approach remains a preliminary proof of concept.