Difference between revisions of "AI For Experimental Controls"
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* [[AIEC Deployment]] | * [[AIEC Deployment]] | ||
+ | * [[GlueX_2023]] | ||
== Wish list == | == Wish list == | ||
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!Presenter | !Presenter | ||
!Event | !Event | ||
− | !Slides | + | !Slides |
!Proceedings | !Proceedings | ||
+ | |- | ||
+ | |2023-12-05 | ||
+ | |David Lawrence | ||
+ | |PI Exchange (Gaithersburg, MD) | ||
+ | |[https://docs.google.com/presentation/d/1iM1M0YlLPkfb2s4N7JuVzXdgR2Ie5SWHuYNCJn9DCos/edit?usp=sharing Slides] | ||
+ | |Slides only: | ||
+ | [https://urldefense.proofpoint.com/v2/url?u=https-3A__science.osti.gov_np_Research_DOE-2DNP-2DAccelerator-2DR-2DD-2DPI-2DMeeting&d=DwMFAg&c=CJqEzB1piLOyyvZjb8YUQw&r=i0p-C_T1RieVsCZl8ZnUyQ&m=MbDfyuNZ1orVsdIndjkyR8hfuGw5HTOVrbBuJ8HOZNW-CbZnXPDUD2S9JUH0US7e&s=TULixEySf1uWAo5XGtfsBwLgQJOWeH5ZSa9JMESvjnM&e= DOE NP Presentations Page]<br> | ||
+ | [https://urldefense.proofpoint.com/v2/url?u=https-3A__science.osti.gov_np_Research_DOE-2DNP-2DAccelerator-2DR-2DD-2DPI-2DMeeting_DOE-2DNP-2DAccelerator-2DR-2DD-2DPI-2DMeeting-2DPresentations-2D2023&d=DwMFAg&c=CJqEzB1piLOyyvZjb8YUQw&r=i0p-C_T1RieVsCZl8ZnUyQ&m=MbDfyuNZ1orVsdIndjkyR8hfuGw5HTOVrbBuJ8HOZNW-CbZnXPDUD2S9JUH0US7e&s=WP_vNCretR4jfn53JRE2lOnerfD_HV33Xq0r_WETwJw&e= PI Exchange Page]<br> | ||
+ | [https://science.osti.gov/-/media/np/pdf/research/NP-Accel-RD-PI-Meeting/2023/12-5/Lawrence20231205AEICPIExchange.pdf PDF] | ||
+ | |- | ||
+ | |2023-05-09 | ||
+ | |Thomas Britton | ||
+ | |[https://indico.jlab.org/event/459/ CHEP2023] | ||
+ | |[https://docs.google.com/presentation/d/1gdpw9RAmysSjEjl13jMevbG03lzzBSuYoffitZ1divQ/edit?usp=sharing google slides version of the slides] | ||
+ | |EPJ Web of Conferences 295, 02003 (2024) | ||
+ | [https://doi.org/10.1051/epjconf/202429502003 doi.org/10.1051/epjconf/202429502003] | ||
|- | |- | ||
|2023-01-12 | |2023-01-12 | ||
|N.S. Jarvis | |N.S. Jarvis | ||
− | |HEP2023 | + | |[https://indico.cern.ch/event/1158681/ HEP2023] |
|[https://halldweb.jlab.org/doc-private/DocDB/ShowDocument?docid=5854 Slides in DocDB] | |[https://halldweb.jlab.org/doc-private/DocDB/ShowDocument?docid=5854 Slides in DocDB] | ||
|none that I know of | |none that I know of | ||
Line 48: | Line 65: | ||
|2022-12-03 | |2022-12-03 | ||
|D. McSpadden, T. Jeske, ... | |D. McSpadden, T. Jeske, ... | ||
− | |ML for Physical Sciences NeurIPS Workshop | + | |[https://ml4physicalsciences.github.io/2022/ ML for Physical Sciences NeurIPS Workshop] |
|[https://neurips.cc/media/PosterPDFs/NeurIPS%202022/56949.png Poster(PNG)] | |[https://neurips.cc/media/PosterPDFs/NeurIPS%202022/56949.png Poster(PNG)] | ||
|[https://ml4physicalsciences.github.io/2022/files/NeurIPS_ML4PS_2022_35.pdf Paper(PDF)] | |[https://ml4physicalsciences.github.io/2022/files/NeurIPS_ML4PS_2022_35.pdf Paper(PDF)] | ||
Line 61: | Line 78: | ||
|[https://indico.cern.ch/event/1106990/ ACAT2022] | |[https://indico.cern.ch/event/1106990/ ACAT2022] | ||
|Slides([https://indico.cern.ch/event/1106990/contributions/4998092/attachments/2533066/4358817/ACAT_2022_PDF_Slides.pdf PDF],[https://indico.cern.ch/event/1106990/contributions/4998092/attachments/2533066/4358816/ACAT_2022.pptx PPTX]) | |Slides([https://indico.cern.ch/event/1106990/contributions/4998092/attachments/2533066/4358817/ACAT_2022_PDF_Slides.pdf PDF],[https://indico.cern.ch/event/1106990/contributions/4998092/attachments/2533066/4358816/ACAT_2022.pptx PPTX]) | ||
− | |in process | + | |in process([https://www.overleaf.com/project/63dd0abcbd1c49ad9a9d4798 overleaf]) |
|- | |- | ||
|2022-07-29 | |2022-07-29 | ||
|D. McSpadden | |D. McSpadden | ||
− | |Sandia MLDL workshop | + | |[https://www.sandia.gov/machine-and-deep-learning-workshop/ Sandia MLDL workshop] |
|[https://jeffersonlab.sharepoint.com/:p:/r/sites/DataScience/Shared%20Documents/AIEC-Calibration%20Controls/Presentations/SandiaMLDL_Slides.pptx?d=wbcd3921ec99649a3b67762c325e6ecbe&csf=1&web=1&e=hrJE8t Slides] | |[https://jeffersonlab.sharepoint.com/:p:/r/sites/DataScience/Shared%20Documents/AIEC-Calibration%20Controls/Presentations/SandiaMLDL_Slides.pptx?d=wbcd3921ec99649a3b67762c325e6ecbe&csf=1&web=1&e=hrJE8t Slides] | ||
|none | |none | ||
Line 71: | Line 88: | ||
|2022-05-19 | |2022-05-19 | ||
|T. Jeske | |T. Jeske | ||
− | |SRO X | + | |[https://indico.jlab.org/event/519/ SRO X] |
|[https://indico.jlab.org/event/519/contributions/9581/attachments/7754/10872/SRO_Jeske.pdf PDF] | |[https://indico.jlab.org/event/519/contributions/9581/attachments/7754/10872/SRO_Jeske.pdf PDF] | ||
|none | |none | ||
Line 78: | Line 95: | ||
|N. Jarvis | |N. Jarvis | ||
|FAIR Meeting | |FAIR Meeting | ||
− | |[[File:NSJ_AIEC_FAIR.pdf|NSJ_AIEC_FAIR.pdf]] | + | |[[File:NSJ_AIEC_FAIR.pdf|NSJ_AIEC_FAIR.pdf|thumb]] |
|none | |none | ||
|- | |- | ||
Line 85: | Line 102: | ||
|[https://indico.cern.ch/event/855454/ ACAT2021] | |[https://indico.cern.ch/event/855454/ ACAT2021] | ||
|([https://indico.cern.ch/event/855454/contributions/4597451/attachments/2357033/4023012/ACAT_2021_v1.pdf PDF] [https://indico.cern.ch/event/855454/contributions/4597451/attachments/2357033/4023011/ACAT_2021_v1.pptx PPTX]) | |([https://indico.cern.ch/event/855454/contributions/4597451/attachments/2357033/4023012/ACAT_2021_v1.pdf PDF] [https://indico.cern.ch/event/855454/contributions/4597451/attachments/2357033/4023011/ACAT_2021_v1.pptx PPTX]) | ||
− | | | + | |[https://iopscience.iop.org/article/10.1088/1742-6596/2438/1/012132 DOI 10.1088/1742-6596/2438/1/012132] |
|- | |- | ||
|2021-11-30 | |2021-11-30 | ||
Line 153: | Line 170: | ||
== FCAL (GlueX) == | == FCAL (GlueX) == | ||
− | Location of Igal's LED code: /w/halld-scshelf2101/home/gxproj2/analysis/fcal-led | + | * 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: [https://halldweb.jlab.org/DocDB/0060/006096/001/fcal_correlations%20%281%29.html] | ||
=== Resources === | === Resources === | ||
Line 161: | Line 179: | ||
* [https://halldweb.jlab.org/wiki/index.php/FCAL FCAL page on GlueX Wiki] | * [https://halldweb.jlab.org/wiki/index.php/FCAL FCAL page on GlueX Wiki] | ||
* [https://halldweb.jlab.org/wiki/images/1/12/FCAL_calibration_.pdf Igal's introductory slides] | * [https://halldweb.jlab.org/wiki/images/1/12/FCAL_calibration_.pdf Igal's introductory slides] | ||
+ | * [https://wiki.jlab.org/epsciwiki/images/c/c4/Primexd-igal-jaegle-190102023.pdf Igal's slides from 2023-01-19 meeting] | ||
+ | * [https://wiki.jlab.org/epsciwiki/index.php/AIEC_Weekly_Meeting_Feb._22,_2023 Igal's plots showing radiation damage vs. run] | ||
* Documents from Matt: | * Documents from Matt: | ||
** [https://halldweb.jlab.org/wiki/images/e/ea/4x4_array.pdf Inner ring radiation damage (PDF)] | ** [https://halldweb.jlab.org/wiki/images/e/ea/4x4_array.pdf Inner ring radiation damage (PDF)] | ||
Line 180: | Line 200: | ||
== Useful logbook entries == | == Useful logbook entries == | ||
+ | * [https://logbooks.jlab.org/entry/4102104 Prestart plea] | ||
+ | * [https://logbooks.jlab.org/entry/4150339 How to put the CDC back into production mode] | ||
* [https://logbooks.jlab.org/entry/3923042 HV tuning announcement ] | * [https://logbooks.jlab.org/entry/3923042 HV tuning announcement ] | ||
* [https://logbooks.jlab.org/entry/3810976 Old pressure calibration (uncalibrated mean is ~100 kPa)] | * [https://logbooks.jlab.org/entry/3810976 Old pressure calibration (uncalibrated mean is ~100 kPa)] |
Latest revision as of 11:52, 13 August 2024
Meetings
Documentation
- Proposal
- AIEC Gain Factor Summary Note
- PrimEx instructions
- Cosmics test plans
- CPP plans
- Better look-back ideas
- PrimEx 2022
- Dataset Lists
Deployment
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: |
2023-05-09 | Thomas Britton | CHEP2023 | google slides version of the slides | EPJ Web of Conferences 295, 02003 (2024) |
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 | none | |
2022-01-10 | N. Jarvis | FAIR Meeting | 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:
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
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)