A bstract The identification of boosted heavy particles such as top quarks or vector bosons is one the key problems arising in experimental studies at Large Hadron Collider. In this article, we introduce LundNet, a novel jet tagging method which relies on graph neural networks and an efficient description radiation patterns within to optimally disentangle signatures objects from background even...