EIC Pythia Events

<p>Dataset used in the publication Point cloud-based diffusion models for the Electron-Ion Collider, arXiv: <a href="https://arxiv.org/abs/2410.22421" target="_blank" rel="noopener">2410.2242</a><br>The dataset consists of DIS events for the EIC generated by Pythia8&nbsp; at a representative CM energy for electron-nucleus collisions at the EIC sqrt(s) = 105 GeV. We avoid the low-Q^2 photoproduction region by imposing a cut of Q^2&gt;25 GeV^2. <br>We include all particles in the rapidity range |y|&lt;5, and we do not impose a lower cut on the transverse momentum.&nbsp;</p> <p>In the h5 files we include the following entries:<br><br>['data'] = [N,50, 13] the set of input particles with features : [eta_p + eta_h, phi_p + phi_h, log(h_pT/e_pT), charge,is_proton,is_neutron, is_kaon, is_charged_pion, is_neutrino,is_muon, is_electron,is_photon,]<br><br>The train_eic.h5 and val_eic.h5 are used for training and validation while results are compared to the test_eic.h5 file</p>