Recent advances in flow cytometry data have spurred the development of sophisticated methodologies to address the inherent challenges posed by spectral overlap. Traditionally, laborious compensation matrix development relies on single or multiple compensation controls, which can be susceptible to inaccuracies and introduce biases, particularly when