Particle Transformer: A Physics-Informed Transformer for Real-Time Fluid-Structure Interaction Simulation.
Recently, the use of data-driven approaches to accelerate physical simulation has emerged as a prominent research frontier. However, existing methodologies often grapple with limitations such as constrained generalization capabilities, a lack of physical consistency, and performance that falls significantly short of re...