Mesh Based Simulations with Spatial and Temporal awareness

arXiv:2605.01542v1 Announce Type: cross Abstract: Machine Learning surrogates for Computational Fluid Dynamics (CFD), particularly Graph Neural Networks (GNNs) and Transformers, have become a new important approach for accelerating physics simulations. However, we identify a critical bottleneck in...