Hadronic jet physics and the quest for new matter in multi-jet final states with the ATLAS detector at the Large Hadron Collider

<p>The Standard Model of particle physics is one of the triumphs of contemporary science, but it is well-established that this theory must be incomplete. This thesis focuses on searching for the production of new matter, motivated by beyond-Standard Model framework of supersymmetry, with data...