On latent dynamics learning in nonlinear reduced order modeling In this work, we present the novel mathematical framework of latent dynamics models (LDMs) for reduced order modeling of parameterized nonlinear time-…

Pleased to announce that our paper “On latent dynamics learning in nonlinear reduced order modeling” has been accepted and published on Neural Networks!
www.sciencedirect.com/science/arti...

Nicola Farenga, Stefania Fresca, Simone Brivio, Andrea Manzoni
On latent dynamics learning in nonlinear reduced order modeling
https://arxiv.org/abs/2408.15183

Thanks!

Is there still any space left? I do physics informed DL for partial differential equations!

👋