Operator Formalism for Laser-Plasma Wakefield Acceleration
This paper introduces a novel operator-based framework for laser-plasma wakefield acceleration in capillary discharges that utilizes specific mathematical operators to systematically describe coupled laser-plasma dynamics and invariant subspaces, while integrating neural operator methods to enable efficient reduced-order modeling and predictive control for next-generation accelerator experiments.