The solution of nonintegrable nonlinear equations is very difficult even numerically and practically impossible by standard analytical techniques. New view, offered by heterogeneous computational systems, gives new possibilities, but also need novel approaches for numerical realization of pertinent algorithms. We give some examples of such analysis on the base of nonlinear wave’s evolution study in multiphase media with chemical reaction.