Pedro M. P. Curvo

MSPT: Efficient Large-Scale Physical Modeling via Parallelized Multi-Scale Attention

A key scalability challenge in neural solvers for industrial-scale physics simulations is efficiently capturing both fine-grained local interactions and long-range global dependencies across millions of spatial elements. We introduce the Multi-Scale Patch Transformer (MSPT), an architecture that com