2 papers
stat.ME2023
Geometric constraints improve inference of sparsely observed stochastic dynamics
Dimitra Maoutsa
The dynamics of systems of many degrees of freedom evolving on multiple scales are often modeled in terms of stochastic differential equations. Usually the structural form of these…
physics.data-an2023
Geometric path augmentation for inference of sparsely observed stochastic nonlinear systems
Dimitra Maoutsa
Stochastic evolution equations describing the dynamics of systems under the influence of both deterministic and stochastic forces are prevalent in all fields of science. Yet, ident…