Wiki » History » Revision 6
Revision 5 (Alexandre Camsonne, 12/02/2025 02:33 PM) → Revision 6/13 (Alexandre Camsonne, 12/02/2025 02:35 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
https://github.com/Dobiasd/frugally-deep
h2. Input file format
One simple file used for SoLID
https://userweb.jlab.org/~gavalian/ML/SBS/track.csv
h2. Tuesday meetings