Kanav Singh Rana

Dynamic mode decomposition with multiple initial conditions for linearizing nonlinear partial differential equations

It is demonstrated that DMD via ensembling can recover the spectra of the linearized dynamics, corresponding to the Koopman operator, restricted to linear observables of nonlinear PDEs in the neighborhood of their equilibria with good accuracy.