Recent advances in flow analysis have propelled the need for increasingly accurate and efficient data evaluation. A persistent challenge arises from spectral overlap, impacting the fidelity of single-parameter measurements. Traditional compensation matrices, often relying on manual gating or simplified mathematical models, can be time-consuming and