scPOST can simulate realistic datasets with PC structure similar to the input RA dataset
(A) PC plots comparing the real RA input dataset with a realistic simulated dataset generated by scPOST.
(B and C) UMAP or tSNE visualizations of the real RA dataset and the simulated dataset, which were embedded into the same respective UMAP/tSNE space based off PCs.
(D) Violin plots comparing the distribution of silhouette scores between the real RA dataset and the simulated dataset.