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