A topology-aware Extended Kalman Filter derived from stochastic PDEs on cell complexes performs state estimation and recovers unknown higher-order structures from partial network observations.
Discrete laplace operators: no free lunch
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Topological Kalman Filtering on Cell Complexes
A topology-aware Extended Kalman Filter derived from stochastic PDEs on cell complexes performs state estimation and recovers unknown higher-order structures from partial network observations.