Beyond the Hype: How Graph Neural Networks Are Solving Mesh-Based Simulations
1. The Simulation Bottleneck For decades, engineering and scientific computing have relied on mesh-based numerical solvers—Finite Element Methods (FEM), Finite Volume Methods (FVM), and Finite Difference Methods (FDM). These tools…