To generate the weak form of partial differential equations in the Finite Element Method (FEM), several approaches can be utilized, including using physical principles, calculus of variations, and empirical methods like the Galerkin method. While the discussion acknowledges the complexity of the topic, it emphasizes that a general rule involves multiplying the strong form by a test function and integrating by parts, particularly in one dimension. For two-dimensional cases, Stokes' and divergence theorems are necessary for surface integration. The conversation highlights the importance of specificity in questions to receive more targeted advice. Overall, understanding FEM requires a comprehensive approach rather than a simple recipe.