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Found 3 papers, 2 papers with code
Consistent diffusion matrix estimation from population time series
Progress on modern scientific questions regularly depends on using large-scale datasets to understand complex dynamical systems.
Trajectory inference for a branching SDE model of cell differentiation
Building on Global Waddington-OT (gWOT), which performs trajectory inference with rigorous theoretical guarantees when birth and death can be neglected, we show how to use lineage trees available with recently developed CRISPR-based measurement technologies to disentangle proliferation and differentiation.
Statistical Optimal Transport via Factored Couplings
We propose a new method to estimate Wasserstein distances and optimal transport plans between two probability distributions from samples in high dimension.
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