Manifold learning techniques and model reduction applied to dissipative PDEs

Benjamin E. Sonday, Amit Singer, C. William Gear +1

We link nonlinear manifold learning techniques for data analysis/compression with model reduction techniques for evolution equations with time scale separation. In particular, we d…