Exploring the Discovery Reach for a 95 GeV Scalar in Future $e^{+}{e}^{-}$ Collisions

The observed indications for a new scalar resonance with a mass around 95,GeV, initially reported by LEP and supported by CMS and ATLAS in di-photon, $\tau \tau$, and $W^{+}{W}^{-}$ channels, motivate exploring its discovery potential at future electron-positron colliders. This study focuses on the production of the new scalar ($S$) via $e^{+}{e}^{-}\to ZS$ with $Z\to {\mu }^{+}{\mu }^{-}$ and $S\to b\bar{b}$ and optimizes the signal recognition using the recoil-mass method. By employing deep neural networks for signal-background discrimination, we demonstrate that a 95,GeV scalar, mixing with the Standard Model Higgs by an angle of $\sim$0.1, can be observed with a 5$\sigma$ significance at $\sqrt{s}$ = 250,GeV or 200,GeV with 5~ab${}^{-1}$ of integrated luminosity.