This lecture covers the concept of regularity in higher dimensions for scalar problems, focusing on the minimizer which solves the problem. It discusses the weak sense of the solution and the interior regularity up to the boundary. The lecture also explores the general approach and the partition of unity in the context of higher-dimensional problems.