What is mux network?

Could you elaborate on the concept of mux network? I'm interested in understanding its purpose, how it functions within the cryptocurrency and finance landscape, and what sets it apart from other networks in the industry. Additionally, I'd like to know if it's a decentralized network, and if so, how does it ensure security and scalability? Also, are there any notable projects or partnerships associated with mux network that demonstrate its potential and adoption?