Abstract:
A search is presented for an extended Higgs sector with two new particles, 𝑋 and 𝜙, in the process 𝑋β𝜙β’𝜙β(𝛾β’𝛾)β’(𝛾β’𝛾). Novel neural networks classify events with diphotons that are merged and determine the diphoton masses. The search uses LHC proton-proton collision data at β𝑠=13ββTeV collected with the CMS detector, corresponding to an integrated luminosity of 138ββfbβ1. No evidence of such resonances is seen. Upper limits are set on the production cross section for 𝑚𝑋 between 300 and 3000 GeV and 𝑚𝜙/𝑚𝑋 between 0.5% and 2.5%, representing the most sensitive search in this channel.