We review the main features of the geometric calculus which has been introduced over the past 15 years in the study of second-order ordinary differential equations[1] and then explain how a recently introduced generalization of the inverse problem of Lagrangian mechanics can be very concisely dealt with by this calculus in an intrinsic way.