“…In this paper, we will focus on the approach by noncommutative formal power series, adapted from [22,23], and explain how the results of [43,44,45], allow to study the combinatorial aspects of the renormalization at the singularities in {0, 1, +∞} of the solutions of linear differential equations (see Example 1 below) as well as the solutions of nonlinear differential equations (see Examples 2 and 3 below) described in Section 3.2 and involved in quantum electrodynamics.…”