MAgNET: A Novel Graph U-Net Architecture for Efficient Mesh-Based Simulations

MAgNET is a novel graph U-Net framework that extends convolutional neural networks to handle arbitrary graph-structured data, enabling efficient surrogate modeling for computationally expensive mesh-based simulations.