Patterns are fundamental to understanding the complexities of our environment, technology, and society. From the rhythmic cycles of nature to the intricate data streams generated by modern devices, recognizing and analyzing patterns allows us to uncover hidden structures and make informed decisions. Central to this capability is the process of signal decomposition, a powerful mathematical…