Performance studies of single-particle uncertainties and local cluster weighting calibration for Particle-Flow jets with the ATLAS detector at $\sqrt{s}$ = 13 TeV

Jets play a central role in many physics analyses. In the last years, the standard shifted away from jets using only the calorimeter information ('Topo jets') towards jets which additionally leverage the tracking information ('PFlow jets') in ATLAS. Two different studies will be discussed targeting the application of single-particle uncertainties and the Local Hadronic Calibration (LCW) to PFlow jets. The results are very promising.