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In this paper, a new theory of constructing nonlinear Galerkin optimal truncated Low-Dimensional Dynamical Systems (LDDSs) directly from partial differential equations has been developed. Applying the new theory to the nonlinear Burgers' equation, it is shown that a nearly perfect LDDS can be gotten, and the initial-boundary conditions are automatically included in the optimal bases. The nonlinear...