Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
LE-PDE++: Mamba for accelerating PDEs Simulations
Aoming Liang, Zhaoyang Mu, Qi liu +3
Partial Differential Equations are foundational in modeling science and natural systems such as fluid dynamics and weather forecasting. The Latent Evolution of PDEs method is desig…
cs.LG2024
MM: Learning controllable Multi of experts and multi-scale operators are the Partial Differential Equations need
Aoming Liang, Zhaoyang Mu, Pengxiao Lin +5
Learning the evolutionary dynamics of Partial Differential Equations (PDEs) is critical in understanding dynamic systems, yet current methods insufficiently learn their representat…