PINNs reproduce the Bekki-Nozaki chaotic attractor and recover NLS coefficients while the solution keeps bouncing; after decay, short-segment identification degrades.
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PINNs Study for the Bekki-Nozaki Chaos in the Non-linear Schr\"{o}dinger equation
PINNs reproduce the Bekki-Nozaki chaotic attractor and recover NLS coefficients while the solution keeps bouncing; after decay, short-segment identification degrades.