Machine learning at the energy and intensity frontiers of particle physics
Radovic, Alexander, Williams, Mike, Rousseau, David, Kagan, Michael, Bonacorsi, Daniele, Himmel, Alexander, Aurisano, Adam, Terao, Kazuhiro, Wongjirad, Taritree
Published in Nature (London) (01.08.2018)
Published in Nature (London) (01.08.2018)
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Journal Article
Performance of a geometric deep learning pipeline for HL-LHC particle tracking
Ju, Xiangyang, Murnane, Daniel, Calafiura, Paolo, Choma, Nicholas, Conlon, Sean, Farrell, Steven, Xu, Yaoyuan, Spiropulu, Maria, Vlimant, Jean-Roch, Aurisano, Adam, Hewes, Jeremy, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, DeZoort, Gage, Thais, Savannah, Chauhan, Aditi, Schuy, Alex, Hsu, Shih-Chieh, Ballow, Alex, Lazar, Alina
Published in The European physical journal. C, Particles and fields (01.10.2021)
Published in The European physical journal. C, Particles and fields (01.10.2021)
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Journal Article
Graph Neural Network for Object Reconstruction in Liquid Argon Time Projection Chambers
Hewes, Jeremy, Aurisano, Adam, Cerati, Giuseppe, Kowalkowski, Jim, Lee, Claire, Liao, Wei-keng, Day, Alexandra, Agrawal, Ankit, Spiropulu, Maria, Vlimant, Jean-Roch, Gray, Lindsey, Klijnsma, Thomas, Calafiura, Paolo, Conlon, Sean, Farrell, Steve, Ju, Xiangyang, Murnane, Daniel
Published in EPJ Web of Conferences (01.01.2021)
Published in EPJ Web of Conferences (01.01.2021)
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Journal Article
Conference Proceeding
Addressing GPU memory limitations for Graph Neural Networks in High-Energy Physics applications
Claire Songhyun Lee, V. Hewes, Giuseppe Cerati, Kewei Wang, Adam Aurisano, Ankit Agrawal, Alok Choudhary, Wei-Keng Liao
Published in Frontiers in High Performance Computing (18.09.2024)
Published in Frontiers in High Performance Computing (18.09.2024)
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Journal Article
Accelerating the Inference of the Exa.TrkX Pipeline
Lazar, Alina, Ju, Xiangyang, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Xu, Yaoyuan, Spiropulu, Maria, Vlimant, Jean-Roch, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, DeZoort, Gage, Thais, Savannah, Hsu, Shih-Chieh, Aurisano, Adam, Hewes, Jeremy, Ballow, Alexandra, Acharya, Nirajan, Wang, Chun-yi, Liu, Emma, Lucas, Alberto
Published in Journal of physics. Conference series (01.02.2023)
Published in Journal of physics. Conference series (01.02.2023)
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Journal Article
Reconstruction of Large Radius Tracks with the Exa.TrkX pipeline
Wang, Chun-Yi, Ju, Xiangyang, Hsu, Shih-Chieh, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Spiropulu, Maria, Vlimant, Jean-Roch, Aurisano, Adam, Hewes, Jeremy, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, DeZoort, Gage, Thais, Savannah, Ballow, Alexandra, Lazar, Alina, Caillou, Sylvain, Rougier, Charline, Stark, Jan, Vallier, Alexis, Sardain, Jad
Published in Journal of physics. Conference series (01.02.2023)
Published in Journal of physics. Conference series (01.02.2023)
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Journal Article
Search for short-baseline oscillations at the NOvA Near Detector
Kasetti, Siva Prasad, Aurisano, Adam, Suter, Louise, Sousa, Alex, Bambah, Bindu A
Published in Journal of physics. Conference series (01.09.2017)
Published in Journal of physics. Conference series (01.09.2017)
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Journal Article
A search for sterile neutrinos at the NOvA Far Detector
Aurisano, Adam, Davies, Gavin S., Kafka, Gareth K., Sousa, Alex, Suter, Louise, Yang, Shaokai
Published in Journal of physics. Conference series (01.09.2017)
Published in Journal of physics. Conference series (01.09.2017)
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Journal Article
Searches for sterile neutrinos with NOvA
Davies, Gavin S., Aurisano, Adam, Kafka, Gareth K., Kasetti, Siva, Keloth, Rijeesh, Sousa, Alex, Suter, Louise, Yang, Shaokai
Published in Pos : proceedings of science (15.11.2016)
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Published in Pos : proceedings of science (15.11.2016)
Journal Article
Indirect measurements of the τ˜–χ˜10 mass difference and Mg˜ in the co-annihilation region of mSUGRA models at the LHC
Arnowitt, Richard, Aurisano, Adam, Dutta, Bhaskar, Kamon, Teruki, Kolev, Nikolay, Simeon, Paul, Toback, David, Wagner, Peter
Published in Physics letters. B (24.05.2007)
Published in Physics letters. B (24.05.2007)
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Journal Article
Indirect measurements of the τ ˜ – χ ˜ 1 0 mass difference and M g ˜ in the co-annihilation region of mSUGRA models at the LHC
Arnowitt, Richard, Aurisano, Adam, Dutta, Bhaskar, Kamon, Teruki, Kolev, Nikolay, Simeon, Paul, Toback, David, Wagner, Peter
Published in Physics letters. B (01.05.2007)
Published in Physics letters. B (01.05.2007)
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Journal Article
NuGraph2: A Graph Neural Network for Neutrino Physics Event Reconstruction
Hewes, V, Aurisano, Adam, Cerati, Giuseppe, Kowalkowski, Jim, Lee, Claire, Liao, Wei-keng, Grzenda, Daniel, Gumpula, Kaushal, Zhang, Xiaohe
Year of Publication 18.03.2024
Year of Publication 18.03.2024
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Journal Article
Indirect measurements of the τ-Χ10 mass difference and Mg in the co-annihilation region of mSUGRA models at the LHC
ARNOWITT, Richard, AURISANO, Adam, DUTTA, Bhaskar, KAMON, Teruki, KOLEV, Nikolay, SIMEON, Paul, TOBACK, David, WAGNER, Peter
Published in Physics letters. B (2007)
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Published in Physics letters. B (2007)
Journal Article
Automated Segmentation of Computed Tomography Images with Submanifold Sparse Convolutional Networks
Alonso-Monsalve, Saúl, Whitehead, Leigh H, Aurisano, Adam, Sanchez, Lorena Escudero
Year of Publication 06.12.2022
Year of Publication 06.12.2022
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Journal Article
A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows
Lee, Claire Songhyun, Hewes, V, Cerati, Giuseppe, Kowalkowski, Jim, Aurisano, Adam, Agrawal, Ankit, Choudhary, Alok, Liao, Wei-Keng
Published in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2023)
Published in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2023)
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Conference Proceeding
Reconstruction of Large Radius Tracks with the Exa.TrkX pipeline
Chun-Yi, Wang, Ju, Xiangyang, Hsu, Shih-Chieh, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Spiropulu, Maria, Jean-Roch Vlimant, Aurisano, Adam, Hewes, V, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, Gage DeZoort, Savannah Thais, Ballow, Alexandra, Lazar, Alina, Caillou, Sylvain, Rougier, Charline, Stark, Jan, Vallier, Alexis, Sardain, Jad
Published in arXiv.org (14.03.2022)
Published in arXiv.org (14.03.2022)
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Paper
Journal Article
Accelerating the Inference of the Exa.TrkX Pipeline
Lazar, Alina, Ju, Xiangyang, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Xu, Yaoyuan, Spiropulu, Maria, Jean-Roch Vlimant, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, Gage DeZoort, Savannah Thais, Hsu, Shih-Chieh, Aurisano, Adam, Hewes, V, Ballow, Alexandra, Acharya, Nirajan, Chun-yi, Wang, Liu, Emma, Lucas, Alberto
Published in arXiv.org (14.02.2022)
Published in arXiv.org (14.02.2022)
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Paper
Journal Article