Graph Neural Networks (GNN) applied to track charged particle tracking at GlueX experiment at Jefferson Lab. GNN shows better performance compared to traditional method while being …
We introduce a differential sampling method called the local orthogonal inverse transform sampling (LOITS) algorithm. We validate its performance through a closure test, …
By examining the mathematical form of the learned constraint function, we are able to confirm the agent has learned to use the established physics of each environment. In addition, …