Recent progress in flow cytometry data have spurred the development of sophisticated methodologies to handle the inherent challenges posed by spectral overlap. Traditionally, manual compensation matrix generation relies on single or multiple compensation controls, which can be vulnerable to inaccuracies and introduce biases, particularly when exami