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<font size="-1"><i>This work is supported by the U.S. National Science Foundation under grant 2209480</i></font>
<font size="-1"><i>This work is supported by the U.S. National Science Foundation under grant 2209480</i></font>
<b>The following talk was presented by group member Eric Ercolani to the UConn Frontiers in Undergraduate Research in April, 2021.</b>
[[File:group_meeting_4-11-2024.jpg|600px]]
<!--b>The following talk was presented by group member Eric Ercolani to the UConn Frontiers in Undergraduate Research in April, 2021.</b>
{{#widget:Video|url=https://zeus.phys.uconn.edu/wiki/images/Ercolani_frontiers_presentation_2021.mp4|width=800|height=480}}
{{#widget:Video|url=https://zeus.phys.uconn.edu/wiki/images/Ercolani_frontiers_presentation_2021.mp4|width=800|height=480}}
== Presentations and Posters ==
== Presentations and Posters ==
===Conferences and Workshops===
===Conferences and Workshops===
* [[media:Richard_Dube_AAPT_SM_2024.pdf| Demystifying Particle Detectors with Interactive Learning Tools]], ''[[User: Duber1| Richard Dube]]'' - poster, AAPT Summer Meeting, Boston, MA, July 6-10, 2024.
* [[media:GlueX_Outreach_The_Particle_ID_Project.pptx| Introducing Particle Identification to Algebra-Based Physics Students]], ''[[User: Duber1| Richard Dube]]'' - invited talk, GlueX Collaboration meeting, Newport News, VA, May 14-16, 2024.
* [[media:Richard_Dube_AAPT_WM2024_Poster.pdf| PID Playground: Teaching Particle Identification Using Jupyter Notebooks]], ''[[User: Duber1| Richard Dube]]'' - poster, AAPT Winter Meeting, New Orleans, LA, January 6-9, 2024.
* [[media:AlexBarnes-JlabUG2016.pdf|Hall D & GlueX Update]], ''[[User: barnes| Alex Barnes]]'' - invited plenary talk, JLab Annual User's Group Meeting, Newport News, VA, June 20-22, 2016.
* [[media:AlexBarnes-JlabUG2016.pdf|Hall D & GlueX Update]], ''[[User: barnes| Alex Barnes]]'' - invited plenary talk, JLab Annual User's Group Meeting, Newport News, VA, June 20-22, 2016.
* [[media:FridahMokaya-DNP2016.pdf|Spin density matrix elements for radiative decays of the omega meson in photoproduction at 5 GeV]], ''[[User: mokaya| Fridah Mokaya]]'' - contributed talk, APS-DNP Annual April Meeting, Salt Lake City, NM, Apr. 16-19, 2016.
* [[media:FridahMokaya-DNP2016.pdf|Spin density matrix elements for radiative decays of the omega meson in photoproduction at 5 GeV]], ''[[User: mokaya| Fridah Mokaya]]'' - contributed talk, APS-DNP Annual April Meeting, Salt Lake City, NM, Apr. 16-19, 2016.
===Other Venues===
===Other Venues===
* [[media:Frontiers_Poster_Ercolani.pdf|Applying Machine Learning to Particle Detectors]] ([[media:Frontiers_powerpoint_Ercolani.pdf|PowerPoint]], [https://drive.google.com/drive/folders/13wv5hE2CXHR7TEt69Q3iSIDmsrd0iQxh?usp=sharing video]), ''[[User: Ercolani|Alexander Ercolani]]'', Frontiers in Undergraduate Research 2021, Physics Department, University of Connecticut, March 2021.
* [[media:pid_using_bdt-11-12-2023.pptx|PID using Boosted Decision Trees on Particle Gun Data (Powerpoint)]] ([[media:pid_using_bdt-11-12-2023.pdf|pdf]]), [[User: Duber1| Richard Dube]], GlueX Particle Identification Working Group, November 12, 2023.
* [[media:Frontiers_Poster_Ercolani.pdf|Applying Machine Learning to Particle Detectors]] ([[media:Frontiers_powerpoint_Ercolani.pdf|pdf]], [https://drive.google.com/drive/folders/13wv5hE2CXHR7TEt69Q3iSIDmsrd0iQxh?usp=sharing video]), ''[[User: Ercolani|Alexander Ercolani]]'', Frontiers in Undergraduate Research 2021, Physics Department, University of Connecticut, March 2021.
* [[media:mokaya-UConnGradPoster-4-2016.pdf|Spin density matrix elements for radiative decays of the omega meson in photoproduction at 5 GeV]], ''[[User: Mokaya|Fridah Mokaya]]'', poster, Annual Graduate Research Exhibition, Physics Department, University of Connecticut, March 11, 2016.
* [[media:mokaya-UConnGradPoster-4-2016.pdf|Spin density matrix elements for radiative decays of the omega meson in photoproduction at 5 GeV]], ''[[User: Mokaya|Fridah Mokaya]]'', poster, Annual Graduate Research Exhibition, Physics Department, University of Connecticut, March 11, 2016.
* [[media:pratt-UConnGradPoster-4-2016.pdf|Diamond Radiator Fabrication and Characterization for the GlueX Experiment]], ''[[User: Bpratt18|Brendan Pratt]]'', poster, Annual Graduate Research Exhibition, Physics Department, University of Connecticut, March 11, 2016.
* [[media:pratt-UConnGradPoster-4-2016.pdf|Diamond Radiator Fabrication and Characterization for the GlueX Experiment]], ''[[User: Bpratt18|Brendan Pratt]]'', poster, Annual Graduate Research Exhibition, Physics Department, University of Connecticut, March 11, 2016.
== Completed Projects ==
== Completed Projects ==
=== Undergrad Honors Projects ===
=== Undergrad Honors Projects ===
* [https://duberii.github.io/pid-playground/ Particle Identification Playground] - [[User: Duber1| Richard Dube]], 5/2024.
* [https://drive.google.com/file/d/1WC3okst-mvnc8oF8zf6rgma0yn0_44cH/view?usp=sharing Applying Machine Learning to Particle Detectors] - Alexander Ercolani, 5/2021.
* [https://drive.google.com/file/d/1WC3okst-mvnc8oF8zf6rgma0yn0_44cH/view?usp=sharing Applying Machine Learning to Particle Detectors] - Alexander Ercolani, 5/2021.
* [[CP Fall 2015|Diagnostics of Light Yield from Scintillating Fibers]] - Christine Ploen, 5/2016.
* [[CP Fall 2015|Diagnostics of Light Yield from Scintillating Fibers]] - Christine Ploen, 5/2016.
== Theses ==
== Theses ==
* [[User: Erichabjan| Eric Habjan]], [[media:PID ML paper draft.pdf| Particle identification in the GlueX detector using a neural network]], Paper Draft, University of Connecticut, May 30, 2024.
*[[User: Duber1| Richard Dube]], [[media:Richard_Dube_Honors_Thesis.pdf| An Educational Resource for Particle Identification (PID) in Experimental Particle Physics Data]], Undergraduate Honors Thesis, University of Connecticut, May 5, 2024.
*[[Alexander Ercolani]], [[media:ercolani_honors_thesis.pdf|Applying Machine Learning to Particle Detectors]], Undergraduate Honors Thesis, University of Connecticut, May 8, 2021.
*[[Alexander Ercolani]], [[media:ercolani_honors_thesis.pdf|Applying Machine Learning to Particle Detectors]], Undergraduate Honors Thesis, University of Connecticut, May 8, 2021.
*[[User: Mokaya|Fridah Mokaya]], [http://opencommons.uconn.edu/dissertations/1821/ High Statistics Analysis of All-Neutral Decays of Vector Mesons with the Radphi Experiment], PhD Thesis, University of Connecticut, May 4, 2018.
*[[User: Mokaya|Fridah Mokaya]], [http://opencommons.uconn.edu/dissertations/1821/ High Statistics Analysis of All-Neutral Decays of Vector Mesons with the Radphi Experiment], PhD Thesis, University of Connecticut, May 4, 2018.
== Tutorials ==
== Tutorials ==
=== Particle Identification ===
* [https://duberii.github.io/pid-playground/ Particle Identification Playground] - [[User: Duber1| Richard Dube]]
=== Data Science Applications ===
* [https://cn410.storrs.hpc.uconn.edu/tutorials UConn Data Science Tutorials] - [[User: Erichabjan| Eric Habjan]]
=== ROOT Data Analysis Framework ===
=== ROOT Data Analysis Framework ===
* [[ROOT Data Analysis Framework Overview | ROOT Data Analysis Framework Overview]] - [[User: mcintyre|James McIntyre]]
* [[ROOT Data Analysis Framework Overview | ROOT Data Analysis Framework Overview]] - [[User: mcintyre|James McIntyre]]
=== Machine Learning ===
=== Machine Learning ===
* [[Pandas | Pandas: Data Handling in Python]] - [[User: mcintyre|James McIntyre]]
* [[Python | Python: Programming Language]] - [[User: mcintyre|James McIntyre]]
* [[SciPy | SciPy (Scientific Python): Open-source Library]] - [[User: mcintyre|James McIntyre]]
* [[SciPy | SciPy (Scientific Python): Open-source Library]] - [[User: mcintyre|James McIntyre]]
* [[NumPy | NumPy (Numerical Python): Open-source Library]] - [[User: mcintyre|James McIntyre]]
* [[NumPy | NumPy (Numerical Python): Open-source Library]] - [[User: mcintyre|James McIntyre]]
* [[Python | Python: Programming Language)]] - [[User: mcintyre|James McIntyre]]
* [[Pandas | Pandas: Data Handling in Python]] - [[User: mcintyre|James McIntyre]]
* [[Keras | Keras: Deep Learning Framework]] - [[User: mcintyre|James McIntyre]]
* [[TensorFlow | TensorFlow Decision Forests]] - [[User: mcintyre|James McIntyre]]
* [[Kaggle | Kaggle: No-setup, customizable, Jupyter Notebooks environment]] - [[User: mcintyre|James McIntyre]]
* [[SVM | SVM: Support Vector Machines]] - [[User: mcintyre|James McIntyre]], Eric Habjan
=== GitHub Repository ===
* [[GitHub | GitHub: Data Backup]] - [[User: mcintyre|James McIntyre]]
* [ <b>()</b>]
== Help ==
== Help ==