Improved Constraints on Effective Top Quark Interactions using Edge Convolution Networks

Oliver Atkinson, Akanksha Bhardwaj, Stephen Brown +3

We explore the potential of Graph Neural Networks (GNNs) to improve the performance of high-dimensional effective field theory parameter fits to collider data beyond traditional re…