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