When Does Global Attention Help? A Unified Empirical Study on Atomistic Graph Learning

Arindam Chowdhury, Massimiliano Lupo Pasini

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…