This dissertation describes the elucidation of reaction mechanisms and the sources of asymmetric induction in organic reactions with density functional theory. Modern density functional theory is used to develop and propose models for the stereoselectivity of complex organocatalytic reactions. Computations of reactions catalyzed by vicinal diamines, which involve a broad scope of substrates and reactivity, are described in Chapters 1-3. A series of collaborations with experimental research groups are elaborated on in Chapters 4-7. Chapter 1 describes a computational study of aldol reactions catalyzed by the vicinal diamine class of organocatalysts. The computations and DFT benchmark of the entire transition state landscape of a theoretical...