When Does Global Attention Help? A Unified Empirical Study on Atomistic Graph Learning
arXiv:2510.05583v2 Announce Type: replace
Abstract: Graph neural networks (GNNs) are widely used as surrogates for costly experiments and first-principles simulations to study the behavior of compounds at atomistic scale, and their architectural compl…