Jul 2026
Wasserstein Residuals: Learning Gradient Flows from Population Dynamics
It is demonstrated that the stitching method achieves state-of-the-art performance across trajectory inference benchmarks, and unifies several existing methods and leads to a new particle-based method, stitching, that is simulation-free and robust to large gaps between observations.
Markus Heinonen, Yair Shenfeld, R. Baptista et al.
· arXiv.org · 0 citations