Wiki » History » Revision 9
Revision 8 (Alexandre Camsonne, 12/02/2025 02:36 PM) → Revision 9/13 (Alexandre Camsonne, 12/02/2025 02:37 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 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 h2. AIML ressources h3. AIML package https://github.com/Dobiasd/frugally-deep h3. Input file format * One *One simple file used for SoLID ** https://userweb.jlab.org/~gavalian/ML/SBS/track.csv **https://userweb.jlab.org/~gavalian/ML/SBS/track.csv h2. Tuesday meetings