This lecture covers the application of the finite element method in heat transfer problems, focusing on solving the Helmholtz equation and eigenvalue problems. The instructor explains the process of formulating weak forms, conducting numerical calculations, and interpreting results. The lecture also includes a practical exercise on calculating vibration modes of a membrane using the finite element method. Emphasis is placed on understanding the theoretical concepts and applying them to real-world engineering problems.