Multi-Head Residual-Gated DeepONet for Coherent Nonlinear Wave Dynamics

Zhiwei Fan, Yiming Pan, Daniel Coca

Coherent nonlinear wave dynamics are often strongly shaped by a compact set of physically meaningful descriptors of the initial state. Traditional neural operators typically treat…