This document provides an overview of a research paper on reactive mufflers. It begins with an introduction to noise reduction in automobiles and motivation for using reactive mufflers. It then describes the geometric design of reactive mufflers and considerations for their design such as acoustics, aerodynamics, mechanics, cost, and materials. A case study is presented on designing a reactive muffler for a low commercial vehicle diesel engine to achieve a targeted transmission loss. Virtual simulation and prototype testing are discussed. The effects of corrosion on reactive mufflers are also covered. The paper concludes that this design methodology can help understand the importance of each design step from concept to validation.