Robust PDE discovery under sparse and highly noisy conditions via attention neural networks

Shilin Zhang, Yunqing Huang, Nianyu Yi +1

The discovery of partial differential equations (PDEs) from experimental data holds great promise for uncovering predictive models of complex physical systems. In this study, we in…