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A search for new resonances decaying into jets containing b-hadrons in $pp$collisions with the ATLAS detector at the LHC is presented in the dijet massrange from 0.57 TeV to 7 TeV. The dataset corresponds to an integratedluminosity of up to 36.1 fb$^{-1}$ collected in 2015 and 2016 at $\sqrt{s} =13$ TeV. No evidence of a significant excess of events above the smoothbackground shape is found. Upper cross-section limits and lower limits on thecorresponding signal mass parameters for several types of signal hypotheses areprovided at 95% CL. In addition, 95% CL upper limits are set on thecross-sections for new processes that would produce Gaussian-shaped signals inthe di-b-jet mass distributions.

physical review. d/physical review. d.

Search for resonances in the mass distribution of jet pairs with one or  two jets identified as $b$-jets in proton-proton collisions at $\sqrt{s}=13$  TeV with the ATLAS detector