Benjamin Hooberman
Employing deep learning for particle identification at the Large Hadron Collider
(bakx)May 2017 - Aug 2018
2020
Dawit Belayneh, Federico Carminati, Amir Farbin, Benjamin Hooberman, Gulrukh Khattak, Miaoyuan Liu, Junze Liu, Dominick Olivito, Vitória Barin Pacela, Maurizio Pierini, Alexander Schwing, Maria Spiropulu, Sofia Vallecorsa, Jean-Roch Vlimant, Wei Wei, and Matt Zhang (2020): Calorimetry with Deep Learning: Particle Simulation and Reconstruction for Collider Physics, European Physical Journal C, Springer Nature, Vol 80, Num 7, pp688
2019
Benjamin Hooberman, Amir Farbin, Matt Zhang (2019): Machine Learning for Particle Physics: Employing Deep Learning for Particle Identification and Measurement at Colliders, 2019 Blue Waters Annual Report, pp152-153
2018
Benjamin Hooberman, Amir Farbin, Ryan Reece, Matt Zhang (2018): Machine Learning for High-Energy Physics: Particle Identification and Regression using Deep Neural Networks, 2018 Blue Waters Annual Report, pp166-167
Benjamin Hooberman, A. Farbin, G. Khattak, V. Pacela, M. Pierini, J.-R. Vlimant, M. Spiropulu, W. Wei, M. Zhang, and S.Vallecorsa: Calorimetry with Deep Learning: Particle Classification, Energy Regression, and Simulation for High-Energy Physics
Deep Learning for Physical Sciences (DLPS) workshop at the 31st Annual Conference on Neural Information Processing Systems (NIPS 2017); Long Beach, California, U.S.A., Dec 8, 2017
NCSA Grants $2.6M in Blue Waters Awards to Illinois Researchers
Jul 6, 2017
The National Center for Supercomputing Applications (NCSA) at the University of Illinois at Urbana-Champaign has awarded 3,697,000 node hours (NH) of time on the Blue Waters supercomputer to Illinois researchers from Spring 2017 proposal submissions. The combined value of these awards is over $2.6 million dollars, and through the life of the Blue Waters program, NCSA has awarded over 43 million node hours to UI researchers—a value of nearly $27 million. Some of the time allocated for Blue Waters will go to projects that focus on HIV research, Laser Interferometer Gravitational-Wave Observatory (LIGO) simulations, genomics and global warming research.
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