scIMF couples transformer attention to a McKean-Vlasov stochastic differential equation to predict cell-population dynamics and quantify cell-cell interactions from temporal scRNA-seq snapshots.
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Learning collective multi-cellular dynamics from temporal scRNA-seq via a transformer-enhanced Neural SDE
scIMF couples transformer attention to a McKean-Vlasov stochastic differential equation to predict cell-population dynamics and quantify cell-cell interactions from temporal scRNA-seq snapshots.