Mehmet Yigit Balik

Modeling temporal scRNA-seq data with latent Gaussian process and optimal transport

Single-cell RNA sequencing provides insights into gene expression at single-cell resolution, yet inferring temporal processes from these static snapshot measurements remains a fundamental challenge. Current approaches utilizing neural differential equations and flows are sensitive to overfitting and…