Differential equations are mathematical equations that relate a function to its derivatives, capturing the relationship between a quantity and the rate of change of that quantity. They play a critical role in analyzing dynamic systems and can describe phenomena such as electrical circuits' behavior over time, particularly during transient states or when responding to changes like step inputs.