Wiki » History » Revision 4
Revision 3 (Alexandre Camsonne, 11/18/2025 03:29 PM) → Revision 4/13 (Anuruddha Rathnayake Mudiyanselage, 11/20/2025 01:52 PM)
h1. Denoising of SBS GEp GEM data using AIML h2. SBS Gep5 data All data runs list https://docs.google.com/spreadsheets/d/1Ec1vaF4iRRok36UWu0KT6C-u0LjKSh6uLdwtp68-Pc0/edit?gid=1871382938#gid=1871382938 Simulation data No background simulated data /volatile/halla/sbs/puckett/g4sbs_output Data with background but need to rerun digitization for latest behavior assuming 50 uA currrent /volatile/halla/sbs/adr/gep-sim/GEP3_mod/backg_plus_elas_sims_digi/replayed_GEP3mod_heep_job_*.root simulation at lower current with beam background superimposed: * Digitized output with no background superimposed: /lustre24/expphy/volatile/halla/sbs/adr/gep-sim/GEP3_mod/elastics_digitized * Digitized output with '10 uA' beam background: /lustre24/expphy/volatile/halla/sbs/adr/gep-sim/GEP3_mod/elastics_plus10uAbackg * Digitized output with '15 uA' beam background: /lustre24/expphy/volatile/halla/sbs/adr/gep-sim/GEP3_mod/elastics_plus15uAbackg * Digitized output with '20 uA' beam background: /lustre24/expphy/volatile/halla/sbs/adr/gep-sim/GEP3_mod/elastics_plus20uAbackg * Digitized output with '22 uA' beam background: /lustre24/expphy/volatile/halla/sbs/adr/gep-sim/GEP3_mod/elastics_plus22uAbackg beamcurr=10,15,20,22 /lustre24/expphy/volatile/halla/sbs/adr/gep-sim/GEP3_mod/elastics_plus<beamcurr>uAbackg/replayed_GEP3mod_heep_job_<job#>.root h2. AIML ressources https://github.com/Dobiasd/frugally-deep