Catchup physics.ins-det complete until end of June 2023 (#163)

* physics.ins-det update Nov 2022 * physics.ins-det update Dec 2022 * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update index with Nov and Dec 2022 entries * update recent to be as of July 5th 2023 * physics.ins-det update Jan 2023 * physics.ins-det update Feb 2023 * restore about.md to most recent version * Fix old text in creation of about.md in make_md.py * add period at end of sentence for about section * physics.ins-det update March 2023 * physics.ins-det update April 2023 * physics.ins-det update May 2023 * physics.ins-det update June 2023 * Add missing about.md --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
iml-wg · Jul 9, 2023 · a3f7faa · a3f7faa
1 parent 05dc647
commit a3f7faa
Show file tree

Hide file tree

Showing 7 changed files with 216 additions and 20 deletions.
diff --git a/HEPML.bib b/HEPML.bib
@@ -1,5 +1,48 @@
 # HEPML Papers
 
+% Jun. 19, 2023
+@article{Karmakar:2023mhy,
+    author = "Karmakar, Annesha and Pal, Anikesh and Kumar, G. Anil and Bhavika and Anand, V. and Tyagi, Mohit",
+    title = "{Neutron-Gamma Pulse Shape Discrimination for Organic Scintillation Detector using 2D CNN based Image Classification}",
+    eprint = "2306.09356",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "6",
+    year = "2023"
+}
+
+@article{Knipfer:2023zrv,
+    author = "Knipfer, Marco and Meier, Stefan and Heimerl, Jonas and Hommelhoff, Peter and Gleyzer, Sergei",
+    title = "{Deep Learning-Based Spatiotemporal Multi-Event Reconstruction for Delay Line Detectors}",
+    eprint = "2306.09359",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "6",
+    year = "2023"
+}
+
+% Jun. 1, 2023
+@article{Herbst:2023lug,
+    author = "Herbst, Ryan and Coffee, Ryan and Fronk, Nathan and Kim, Kukhee and Kim, Kuktae and Ruckman, Larry and Russell, J. J.",
+    title = "{Implementation of a framework for deploying AI inference engines in FPGAs}",
+    eprint = "2305.19455",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "5",
+    year = "2023"
+}
+
+% May 31, 2023
+@article{Chen:2023cim,
+    author = "Chen, Ziting and Wong, Kin To and Seo, Bojeong and Huang, Mingchen and Parit, Mithilesh K. and Zhen, Haoting and Li, Jensen and Jo, Gyu-Boong",
+    title = "{Magnetic field regression using artificial neural networks for cold atom experiments}",
+    eprint = "2305.18822",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "5",
+    year = "2023"
+}
+
 %May 30, 2023
 @article{ATLAS:2023mny,
     author = "{ATLAS Collaboration}",
@@ -12,10 +55,19 @@ @article{ATLAS:2023mny
     year = "2023"
 }
 
+@article{Napolitano:2023jhg,
+    author = "Napolitano, F. and others",
+    title = "{Novel Machine Learning and Differentiable Programming Techniques applied to the VIP-2 Underground Experiment}",
+    eprint = "2305.17153",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "5",
+    year = "2023"
+}
+
 %May 18, 2023
 @article{ATLAS:2023hbp,
-    author = "Aad, Georges and others",
-    collaboration = "ATLAS",
+    author = "{ATLAS Collaboration}",
     title = "{Search for periodic signals in the dielectron and diphoton invariant mass spectra using 139 fb$^{-1}$ of $pp$ collisions at $\sqrt{s} =$ 13 TeV with the ATLAS detector}",
     eprint = "2305.10894",
     archivePrefix = "arXiv",
@@ -120,6 +172,18 @@ @article{Athanasakos:2023fhq
     year = "2023"
 }
 
+% May 9, 2023
+@article{Buhmann:2023bwk,
+    author = {Buhmann, Erik and Diefenbacher, Sascha and Eren, Engin and Gaede, Frank and Kasieczka, Gregor and Korol, Anatolii and Korcari, William and Kr\"uger, Katja and McKeown, Peter},
+    title = "{CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation}",
+    eprint = "2305.04847",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    reportNumber = "DESY-23-061",
+    month = "5",
+    year = "2023"
+}
+
 %May 7, 2023
 @article{Aguilar-Saavedra:2023pde,
     author = "Aguilar-Saavedra, J. A. and Arganda, E. and Joaquim, F. R. and Sand\'a Seoane, R. M. and Seabra, J. F.",
@@ -185,6 +249,19 @@ @article{Guo:2023nfu
     year = "2023"
 }
 
+@article{Kim:2023koz,
+    author = "Kim, C. H. and Ahn, S. and Chae, K. Y. and Hooker, J. and Rogachev, G. V.",
+    title = "{Restoring original signals from pile-up using deep learning}",
+    eprint = "2304.14496",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    doi = "10.1016/j.nima.2023.168492",
+    journal = "Nucl. Instrum. Meth. A",
+    volume = "1055",
+    pages = "168492",
+    year = "2023"
+}
+
 %Apr. 30, 2023
 @article{Basak:2023wzq,
     author = "Basak, Dipankar and Dey, Kalyan",
@@ -208,6 +285,16 @@ @article{Nishimura:2023wdu
     year = "2023"
 }
 
+@article{Wu:2023pzn,
+    author = "Wu, Huangkai and others",
+    title = "{Machine learning method for $^{12}$C event classification and reconstruction in the active target time-projection chamber}",
+    eprint = "2304.13233",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "4",
+    year = "2023"
+}
+
 @article{Fernando:2023obn,
     author = "Fernando, I. P. and Keller, D.",
     title = "{A Modern Global Extraction of the Sivers Function}",
@@ -218,6 +305,17 @@ @article{Fernando:2023obn
     year = "2023"
 }
 
+% Apr. 25, 2023
+@article{Ai:2023azx,
+    author = "Ai, Pengcheng and Xiao, Le and Deng, Zhi and Wang, Yi and Sun, Xiangming and Huang, Guangming and Wang, Dong and Li, Yulei and Ran, Xinchi",
+    title = "{Label-free timing analysis of modularized nuclear detectors with physics-constrained deep learning}",
+    eprint = "2304.11930",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "4",
+    year = "2023"
+}
+
 %Apr. 20, 2023
 @article{Lehner:2023prf,
     author = "Lehner, Christoph and Wettig, Tilo",
@@ -296,6 +394,17 @@ @article{Bender:2023gwr
     year = "2023"
 }
 
+@inproceedings{Murnane:2023kfm,
+    author = "Murnane, Daniel and Thais, Savannah and Thete, Ameya",
+    title = "{Equivariant Graph Neural Networks for Charged Particle Tracking}",
+    booktitle = "{21th International Workshop on Advanced Computing and Analysis Techniques in Physics Research}: {AI meets Reality}",
+    eprint = "2304.05293",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "4",
+    year = "2023"
+}
+
 %Apr. 7, 2023
 @article{Roche:2023int,
     author = "Roche, Stephen and Bayer, Quincy and Carlson, Benjamin and Ouligian, William and Serhiayenka, Pavel and Stelzer, Joerg and Hong, Tae Min",
@@ -371,6 +480,17 @@ @article{MB:2023edk
     year = "2023"
 }
 
+@article{Diefenbacher:2023prl,
+    author = {Diefenbacher, Sascha and Eren, Engin and Gaede, Frank and Kasieczka, Gregor and Korol, Anatolii and Kr\"uger, Katja and McKeown, Peter and Rustige, Lennart},
+    title = "{New Angles on Fast Calorimeter Shower Simulation}",
+    eprint = "2303.18150",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    reportNumber = "DESY-23-039",
+    month = "3",
+    year = "2023"
+}
+
 %Mar. 30, 2023
 @article{Hudspith:2023loy,
     author = "Hudspith, R. J. and Mohler, D.",
@@ -404,6 +524,26 @@ @article{Liu:2023gpt
     year = "2023"
 }
 
+@article{Gronroos:2023qff,
+    author = {Gr\"onroos, Sonja and Pierini, Maurizio and Chernyavskaya, Nadezda},
+    title = "{Automated visual inspection of CMS HGCAL silicon sensor surface using an ensemble of a deep convolutional autoencoder and classifier}",
+    eprint = "2303.15319",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "3",
+    year = "2023"
+}
+
+@article{Joshi:2023btt,
+    author = "Joshi, Bhargav and Li, Taihui and Liang, Buyun and Rusack, Roger and Sun, Ju",
+    title = "{Predicting the Future of the CMS Detector: Crystal Radiation Damage and Machine Learning at the LHC}",
+    eprint = "2303.15291",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "3",
+    year = "2023"
+}
+
 %Mar. 27, 2023
 @article{Zhou:2023pti,
     author = "Zhou, Kai and Wang, Lingxiao and Pang, Long-Gang and Shi, Shuzhe",
@@ -437,6 +577,17 @@ @article{Ehrke:2023cpn
     year = "2023"
 }
 
+% Mar.21, 2023
+@article{Kushawaha:2023dms,
+    author = "Kushawaha, Nilay and Furletova, Yulia and Roy, Ankhi and Romanov, Dmitry",
+    title = "{Separation of electrons from pions in GEM TRD using deep learning}",
+    eprint = "2303.10776",
+    archivePrefix = "arXiv",
+    primaryClass = "physics.ins-det",
+    month = "3",
+    year = "2023"
+}
+
 %Mar. 20, 2023
 @article{Aronsson:2023rli,
     author = {Aronsson, Jimmy and M\"uller, David I. and Schuh, Daniel},