Extended dynamic mode decomposition with dictionary learning using neural ordinary differential equations

Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki

Nonlinear phenomena can be analyzed via linear techniques using operator-theoretic approaches. Data-driven method called the extended dynamic mode decomposition (EDMD) and its vari…