Our new preprint is out: Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding.
http://arxiv.org/abs/2502.13797
We present a new architecture to address the problem of "short-sightedness" of MLFF based on GNN, which outperform in speed and accuracy Ewald-based GNN.