Higgs Physics with the XFEL Compton ${\hat{\mathbf{I}}}^3{\hat{\mathbf{I}}}^3$ Collider Concept at $\sqrt{\mathbf{s}}=125$ GeV

Abstract

We investigate single Higgs production in $\sqrt{s}=125$ GeV ${\hat{I}}^3{\hat{I}}^3$ collisions at the X-Ray Free Electron (XFEL) Compton Collider (XCC) concept and present an analysis targeting the major hadronic, semi-leptonic, and fully leptonic final states of the Higgs boson, including $H\to s\overline{s}$. In addition to studying Higgs production at a novel collider concept, our approach couples a novel set transformer-based deep learning framework that acts on particle-flow object point clouds with a genetic algorithm optimizer for signal-background discrimination, yielding significantly higher sensitivity than traditional methods. Our results demonstrate that an XFEL ${\hat{I}}^3{\hat{I}}^3$ collider can probe the Higgs sector with extremely high precision and enable new physics opportunities, complementary to proposed $e^{+}{e}^{-}$ machines.