TITLE: Continuation of periodic orbits in large-scale dissipative systems AUTHORS J. S\'anchez^(1), M. Net^(1), B. Garc{\'\i}a-Archilla^(2), C. Sim\'o^(3) (1) Departament de F\'{\i}sica Aplicada, Universitat Polit\`ecnica de Catalunya, Jordi Girona, 1--3, m\`odul B4--B5, Campus Nord, 08034 Barcelona (Spain) (2) Departamento de Matem\'atica Aplicada II, Universidad de Sevilla, Escuela Superior de Ingenieros, Camino de los Descubrimientos, s/n, 41092 Sevilla (Spain) (3) Departament de Matem\`atica Aplicada i An\`alisi, Universitat de Barcelona, Gran Via de les Corts Catalanes, 585, 08071 Barcelona (Spain) ABSTRACT We present a numerical algorithm for the continuation of periodic orbits of high-dimensional dissipative dynamical systems. It is based on single shooting and Newton-Krylov methods. A non-trivial fluid dynamics problem, which after a pseudo-spectral discretization gives rise to a system of dimension $O(10^4)$, has been used as test. The efficiency of the algorithm, which allows the unfolding of a complex bifurcation diagram of periodic orbits, shows the suitability of the method for large-scale nonlinear dissipative partial differential equations.