AI For Experimental Controls

Meetings

• Weekly Meetings
• FOA-0002875 Proposal Development

Documentation

• Proposal
• AIEC Gain Factor Summary Note
• PrimEx instructions
• Cosmics test plans
• CPP plans
• Better look-back ideas
• PrimEx 2022
• Dataset Lists

Deployment

• AIEC Deployment
• GlueX_2023

Wish list

• AIEC Wish list

Presentations/Papers

We should send the physics coordinator any abstracts submitted to conferences.

GlueX Publication Policies apply to journal publications and conference proceedings.

We have to ALLOW AT LEAST THREE WEEKS to get the paper approved by GlueX before submitting it. We should also update the list of instrumentation publications.

Date	Presenter	Event	Slides	Proceedings
2023-12-05	David Lawrence	PI Exchange (Gaithersburg, MD)	Slides	Slides only: DOE NP Presentations Page PI Exchange Page PDF
2023-05-09	Thomas Britton	CHEP2023	google slides version of the slides	not yet
2023-01-12	N.S. Jarvis	HEP2023	Slides in DocDB	none that I know of
2022-12-03	D. McSpadden, T. Jeske, ...	ML for Physical Sciences NeurIPS Workshop	Poster(PNG)	Paper(PDF)
2022-11-30	D. Lawrence	DOE NP PI Exchange Meeting	Slides
2022-10-27	D. McSpadden	ACAT2022	Slides(PDF,PPTX)	in process(overleaf)
2022-07-29	D. McSpadden	Sandia MLDL workshop	Slides	none
2022-05-19	T. Jeske	SRO X	PDF	none
2022-01-10	N. Jarvis	FAIR Meeting	NSJ_AIEC_FAIR.pdf	none
2021-12-01	T. Jeske	ACAT2021	(PDF PPTX)	DOI 10.1088/1742-6596/2438/1/012132
2021-11-30	D. Lawrence	DOE Nuclear Physics PI Exchange Meeting	(slides)	none
2021-11-17	N. Jarvis	GlueX Production & Analysis Meeting	(slides)	none
2021-11-05	T. Britton	Canisius College Seminar	PDF)	none
2021-10-07	N. Jarvis	IOP NPG Colloquium	(slides)	none
2021-09-09	T. Jeske	AI4EIC Workshop	(slides	arXiv
2021-07-26	T. Jeske	JLab A.I. Town Hall	(slides)	none
2021-06-30	T. Jeske	GlueX Production & Analysis Meeting	(slides)	none

Resources

• Capstone: slide deck, overleaf
• CDC NIM paper
• GlueX beamline & detector NIM paper
• Intro to GlueX - links to videos
• Poster on temperature studies w CDC prototype

• Getting started with GlueX software
• CDC calibrations and CCDB tables
• Calibration const database CCDB browser CCDB wiki on CLI
• Run conditions database RCDB browser example search query
• Run Periods
• Quantifying the effect of bad gain calibration
• Scaling the old-alcohol GCFs for use with the new-alcohol data
• Time to distance calibration parameters, fitted vs P and P/T

• Data validation page for fall 2018 - see spreadsheet link
• Data validation page for fall 2019 - see spreadsheet links for batches of data
• Data validation page for CPP run 2022
• FCAL paper

FCAL (GlueX)

• Location of Igal's LED code: /w/halld-scshelf2101/home/gxproj2/analysis/fcal-led
• AIEC FCAL Simulation Q-Learning
• Initial look at correlations between FCAL LED pulses and gains: [1]

Resources

• Relative gain monitoring of the GlueX calorimeters
• NIM article (describes LED monitoring system
• FCAL page on GlueX Wiki
• Igal's introductory slides
• Igal's slides from 2023-01-19 meeting
• Igal's plots showing radiation damage vs. run
• Documents from Matt:
  • Inner ring radiation damage (PDF)
  • Renormalization by ring for radiation damage (PDF)
  • GlueX Calorimetey meeting minutes 2018-11-15

CCDB

wget https://halldweb.jlab.org/dist/ccdb.sqlite --no-check-certificate
setenv CCDB_CONNECTION sqlite:///<path_to_ccdb.sqlite>
setenv JANA_CALIB_URL $CCDB_CONNECTION
ccdb -i (just to make sure that it's working)

CCDB table directory spreadsheet

Script to use a specific sqlite is in /work/halld/njarvis/usethisccdb.csh

Useful logbook entries

• Prestart plea
• How to put the CDC back into production mode
• HV tuning announcement
• Old pressure calibration (uncalibrated mean is ~100 kPa)
• New pressure calibration 9 Feb 2023
• CDC relative gain from HV scan Primex Oct 2021 and HVB current vs HV
• CDC relative gain from HV scans 2018 & 2020
• CDC HVB current vs beam current Jan 2023
• gain consts summer 2020, 4 Sept 2020
• gain consts fall 2019, 10 Feb 2020
• gain consts fall 2018 fits 7 Jan 2020 (incl. the pink, blue and yellow dot plots)
• Tungsten foil added 19 April 2018
• occupancy plot connector map
• In fall 2019 ('2020' run period) the alcohol in the CDC gas was switched (from 1-propyl alcohol to 2-propyl alcohol (isopropanol).
• change in fitted gains between fall 18 and fall 19 '2020' runs
• plot from logentry comparing gains with new and old alcohol
• plot from logentry showing the gain increase after adding isopropanol to the gas mix
• correlations between temp swings and sharp pressure increases

Raw data files

/cache/halld/RunPeriod-2018-08/rawdata/Run051689/hd_rawdata_051689_001.evio fall 2018 production, 180nA, 100kPa

source /group/halld/Software/build_scripts/gluex_env_boot_jlab.csh
hd_root /cache/halld/RunPeriod-2018-08/rawdata/Run051689/hd_rawdata_051689_001.evio -PPLUGINS=CDC_dedx,CDC_amp,CDC_TimeToDistance -PEVENTS_TO_KEEP=10000 -o outputfile.root 

Monitoring launch root files

offline monitoring data validation page Root files at (eg) /work/halld/data_monitoring/RunPeriod-2019-11/mon_ver17/rootfiles/hd_root_072265.root

EPICS

• Where's the documentation for this?
• For old data, use myStats -m history
• List of EPICS vars (Naomi's spreadsheet)

IBCAD00CRCUR6 Hall D beam current 
RESET:i:GasPanelBarPress1 atmospheric pressure uncalibrated 
GAS:i::CDC_Temps-CDC_D1_Temp  thermocouples in CDC downstream plenum
GAS:i::CDC_Temps-CDC_D2_Temp
GAS:i::CDC_Temps-CDC_D3_Temp
GAS:i::CDC_Temps-CDC_D4_Temp
GAS:i::CDC_Temps-CDC_D5_Temp 
GAS:i::CDC_Temps-CDC_U1_Temp  thermocouples in CDC upstream plenum
GAS:i::CDC_Temps-CDC_U2_Temp
GAS:i::CDC_Temps-CDC_U3_Temp
GAS:i::CDC_Temps-CDC_U4_Temp
GAS:i::CDC_Temps-CDC_U5_Temp
CDC:hv:A:1:imon  preamp current in HVB A1, innermost ring

many shown in HDRUN, eg https://logbooks.jlab.org/entry/3861759 They can be extracted from myStats on the counting house gluons, eg

myStats -b '2017-02-04 23:13:57' -e '2017-02-04 23:18:57' -l RESET:i:GasPanelBarPress1 -p 6

graphical epics

List of interesting runs

51689    (50 nA on amo)
51683    (50 nA on 47um diamond)
72630     (100nA on amo)
71350    (150nA on 47um diamond)
71464    (250nA on 47um diamond)
71500    (250nA on amo)
71592    (350nA on 47um diamond)
71695    (350nA on 47um diamond)
72660    (350nA on 47um diamond)

61793  (Primex, only 200nA but lots of partial tracks/junk hits & no field)

References

N.S. Jarvis, C.A. Meyer, B. Zihlmann, M. Staib, A. Austregesilo, F. Barbosa, C. Dickover, V. Razmyslovich, S. Taylor, Y. Van Haarlem, G. Visser, T. Whitlatch, The Central Drift Chamber for GlueX, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 962, 2020, 163727, ISSN 0168-9002, https://doi.org/10.1016/j.nima.2020.163727. (https://www.sciencedirect.com/science/article/pii/S0168900220302771)

S. Adhikari, C.S. Akondi, H. Al Ghoul, A. Ali, M. Amaryan, E.G. Anassontzis, A. Austregesilo, F. Barbosa, J. Barlow, A. Barnes, E. Barriga, R. Barsotti, T.D. Beattie, J. Benesch, V.V. Berdnikov, G. Biallas, T. Black, W. Boeglin, P. Brindza, W.J. Briscoe, T. Britton, J. Brock, W.K. Brooks, B.E. Cannon, C. Carlin, D.S. Carman, T. Carstens, N. Cao, O. Chernyshov, E. Chudakov, S. Cole, O. Cortes, W.D. Crahen, V. Crede, M.M. Dalton, T. Daniels, A. Deur, C. Dickover, S. Dobbs, A. Dolgolenko, R. Dotel, M. Dugger, R. Dzhygadlo, A. Dzierba, H. Egiyan, T. Erbora, A. Ernst, P. Eugenio, C. Fanelli, S. Fegan, A.M. Foda, J. Foote, J. Frye, S. Furletov, L. Gan, A. Gasparian, A. Gerasimov, N. Gevorgyan, C. Gleason, K. Goetzen, A. Goncalves, V.S. Goryachev, L. Guo, H. Hakobyan, A. Hamdi, J. Hardin, C.L. Henschel, G.M. Huber, C. Hutton, A. Hurley, P. Ioannou, D.G. Ireland, M.M. Ito, N.S. Jarvis, R.T. Jones, V. Kakoyan, S. Katsaganis, G. Kalicy, M. Kamel, C.D. Keith, F.J. Klein, R. Kliemt, D. Kolybaba, C. Kourkoumelis, S.T. Krueger, S. Kuleshov, I. Larin, D. Lawrence, J.P. Leckey, D.I. Lersch, B.D. Leverington, W.I. Levine, W. Li, B. Liu, K. Livingston, G.J. Lolos, V. Lyubovitskij, D. Mack, H. Marukyan, P.T. Mattione, V. Matveev, M. McCaughan, M. McCracken, W. McGinley, J. McIntyre, D. Meekins, R. Mendez, C.A. Meyer, R. Miskimen, R.E. Mitchell, F. Mokaya, K. Moriya, F. Nerling, L. Ng, H. Ni, A.I. Ostrovidov, Z. Papandreou, M. Patsyuk, C. Paudel, P. Pauli, R. Pedroni, L. Pentchev, K.J. Peters, W. Phelps, J. Pierce, E. Pooser, V. Popov, B. Pratt, Y. Qiang, N. Qin, V. Razmyslovich, J. Reinhold, B.G. Ritchie, J. Ritman, L. Robison, D. Romanov, C. Romero, C. Salgado, N. Sandoval, T. Satogata, A.M. Schertz, S. Schadmand, A. Schick, R.A. Schumacher, C. Schwarz, J. Schwiening, A.Yu. Semenov, I.A. Semenova, K.K. Seth, X. Shen, M.R. Shepherd, E.S. Smith, D.I. Sober, A. Somov, S. Somov, O. Soto, N. Sparks, M.J. Staib, C. Stanislav, J.R. Stevens, J. Stewart, I.I. Strakovsky, B.C. L. Sumner, K. Suresh, V.V. Tarasov, S. Taylor, L.A. Teigrob, A. Teymurazyan, A. Thiel, I. Tolstukhin, A. Tomaradze, A. Toro, A. Tsaris, Y. Van Haarlem, G. Vasileiadis, I. Vega, G. Visser, G. Voulgaris, N.K. Walford, D. Werthmüller, T. Whitlatch, N. Wickramaarachchi, M. Williams, E. Wolin, T. Xiao, Y. Yang, J. Zarling, Z. Zhang, Q. Zhou, X. Zhou, B. Zihlmann, The GlueX beamline and detector, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 987, 2021, 164807, ISSN 0168-9002, https://doi.org/10.1016/j.nima.2020.164807. (https://www.sciencedirect.com/science/article/pii/S0168900220312043)

M.D. Mestayer, K. Adhikari, R.P. Bennett, S. Bueltmann, T. Chetry, S.B. Christo, M. Cook, R.C. Cuevas, G.E. Dodge, L. El Fassi, T.A. Forest, G. Jacobs, T. Hartlove, T.B. Hayward, L. Kabir, S.E. Kuhn, D. McNulty, S. Nanda, J. Newton, W.M. Taylor, L.B. Weinstein, V. Ziegler, The CLAS12 drift chamber system, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 959, 2020, 163518, ISSN 0168-9002, https://doi.org/10.1016/j.nima.2020.163518. (https://www.sciencedirect.com/science/article/pii/S016890022030111X)