Over the past decades, computer graphics became a vital component of the entertainment industry. Whether in regards to video games, animation movies, or visual effects in live action productions, computer animation brings virtual worlds to life. Thereby, physically-based simulations are required to reach the necessary degree of realism. Based on differential equations and numerical methods to solve them, this lecture will cover a series of algorithms used to implement physically-based simulations.