Higgs boson physics and top quark physics at LHC and higher energies will be studied. In the further phases of the CMS experiment and on future colliders (FCC, CEPC and others) it is crucial to develop and accelerate algorithms for event reconstruction, where machine learning and GPU programming methods will be applied. These techniques will also be used to accelerate the Geant4-DNA package, as well as to simulate DNA strand breaks due to radiation, as part of a multidisciplinary study of the biophysical effects of radiation at the cellular and subcellular levels, with proton and carbon ion therapy planning. Combining experimental cell irradiation and Geant4-DNA simulation, will provide testing of this tool. Also, the effects of dose distribution, fluence, energy and linear energy transfer of particles will be analyzed. The geometries of DNA double-stranded breaks will also be defined.
Laboratori Nazionali del Sud, Istituto Nazionale di Fisica Nucleare, Katanija, Italija
Centre national de la recherche scientifique (CNRS), France and consortium of European institutions