Randomized Neural Network Cuts Training Time for Transfer Operators

RaNNDy fixes hidden-layer weights and trains only the output layer, giving closed‑form eigenfunctions while cutting training time by orders of magnitude. getnews.me/randomized-neural-networ... #randomizedneuralnetwork #transferoperators

Data-Driven Approximation of Transfer Operators for Mean-Field SDEs

A data‑driven framework uses EDMD and Galerkin projection to approximate transfer operators for mean‑field SDEs, tested on Cormier and Kuramoto models. getnews.me/data-driven-approximatio... #transferoperators #meanfield