We are a research group at the University of Wisconsin-Madison, focused on Data Science methods and their applications in physical sciences, engineering and industry. This group is named after the beautiful Lake Mendota in Madison, Wisconsin. Our work has been widely adopted by Fortune 500 companies around the world in a wide range of industries, such as aerospace, automotive, semiconductor, electronics, industrial machinery, automation, utilities, nuclear, medical device, energy, consumer product, steel, minerals and others.