Neural-network-based longitudinal electric field prediction in nonlinear plasma wakefield accelerators

Xiaoning Wang, Ming Zeng, Dazhang Li +2

Plasma wakefield acceleration holds remarkable promise for future advanced accelerators. The design and optimization of plasma-based accelerators typically require particle-in-cell…