IEEE

Developing a Silicon Beam Emulator Using Graph Attention Networks

Abstract: This study pioneers the application of Graph Attention Networks (GAT) and Graph Neural Networks (GNN), to the emulation of MEMS silicon beams under external loadings, representing a ...
IEEE

On the Problem of Traffic Forecasting Using Graph Neural Networks and Dynamic Adjacency Matrix

Abstract: Accurate short-term traffic flow forecasting is essential for intelligent transportation systems (ITS) and urban operations. However, most graph neural network (GNN) approaches rely on ...