The contribution to the the calibration of LAr calorimeters at the ATLAS Experiment

The presented thesis brings various contributions to the testing and validation of the ATLAS detector calorimeter calibration. Since the ATLAS calorimeter is non-compensating, the sophisticated software calibration of the calorimeter response is needed. One of the ATLAS official calibration methods is the local hadron calibration. This method is based on detailed simulations providing information about the true deposited energy in calorimeter. Such calibration consists of several independent steps, starting with the basic electromagnetic scale signal calibration and proceeding to the particle energy calibration. Calibration starts from the topological clusters reconstruction and calibration at EM scale. These clusters are classified as EM or hadronic and the hadronic ones receive weights to correct for the invisible energy deposits of hadrons. To get the final reconstructed energy the out-of-cluster and dead material corrections are applied in next steps. The tests of calorimeter response with the first real data from cosmic-ray muons and the LHC collisions data are presented in the thesis. The detailed studies of the full hadronic calibration performance in the special combined end-cap calorimeter beam test 2004 are presented as well. To optimize the performance of the calibration, the Monte-Carlo based studies are necessary. Two alternative methods of cluster classification are discussed, and the software tool of particle track extrapolation has been developed.