Preprint Open access
DisKO: Deep Koopman Learning in Distribution Space from Unpaired Snapshots
Many complex systems are observed only through temporally unpaired distribution snapshots, making trajectory-based dynamical learning difficult without additional assumptions. We therefore formulate the problem directly in distribution space, treating the distribution itself as the dynamical state. The challenge is tha …