This paper investigates nonlinear responses of a flooded ship in regular wa
ves. In previous experimental work, we found that the roll motion of a floo
ded ship can exhibit complicated irregular behaviour even in waves of a mod
erate height. First, we analyse the fractal dimension and the Lyapunov expo
nents of the experimental data and Show that they have chaotic characterist
ics. We also show that a radial basis function network obtained directly fr
om the data can reproduce a geometrical structure of the reconstructed attr
actor and provide good short-term prediction on the dynamical motion. Next,
in order to understand this nonlinear phenomenon, we derive a simple mathe
matical model for the nonlinearly coupled motion of roll and hooded water i
n regular waves. This model has a form of coupled Duffing's equations with
a bistable restoring term and a nonlinear inertial coefficient matrix. We o
btain bifurcation diagrams of periodic solutions of this model and examine
the intricate structure of this nonlinear system. Chaotic responses are fou
nd in wide regions of the parameter space, even if the wave-exciting moment
is not large. Furthermore, the attractor structure of the chaotic solution
is similar to that of the measured chaotic motion in the experiments. The
results suggest that bifurcation analyses in this work help us understand t
he complex dynamics of nonlinear motion of a flooded ship in waves.