Over the last decade we have seen the application of novel techniques
to the old problem of nonlinear stellar pulsations. Together with nume
rical hydrodynamics this approach provides a more fundamental understa
nding of the systematics of the pulsational behavior. For weakly nonad
iabatic pulsations, whether regular or multi-periodic, dimensional red
uction techniques lead to amplitude equations and to a description in
terms of modal interactions and resonances. In particular they shed ne
w light on the bump progression in the classical Cepheids. In more dis
sipative stars numerical hydrodynamical modelling has uncovered the ex
istence of irregular variability, both in radiative and in convective
models. An application of modern dynamical systems techniques has show
n that this behavior occurs according to well understood routes from r
egular to chaotic behavior. The mechanism is very robust and represent
s the first non ad hoc theoretical explanation of irregular stellar va
riability. Finally, we discuss how a comparison with observations of i
rregular variability shows the need for more suitable observations, on
the one hand, and of better techniques of signal processing, on the o
ther.