Novel machine learning applications at the LHC

Authors: Duarte, Javier M.

Subject Terms: High Energy Physics - Experiment, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.20413

FAIR for AI: An interdisciplinary and international community building perspective

Authors: Huerta, E. A., Blaiszik, Ben, Brinson, L. Catherine, Bouchard, Kristofer E., Diaz, Daniel, Doglioni, Caterina, Duarte, Javier M., Emani, Murali, Foster, Ian, Fox, Geoffrey, Harris, Philip, Heinrich, Lukas, Jha, Shantenu, Katz, Daniel S., Kindratenko, Volodymyr, Kirkpatrick, Christine R., Lassila-Perini, Kati, Madduri, Ravi K., Neubauer, Mark S., Psomopoulos, Fotis E., Roy, Avik, Rübel, Oliver, Zhao, Zhizhen, Zhu, Ruike

Source: Scientific Data 10, 487 (2023)

Subject Terms: Computer Science - Computers and Society, Computer Science - Human-Computer Interaction, Computer Science - Machine Learning, High Energy Physics - Experiment, I.2.0, E.0

Access URL: http://arxiv.org/abs/2210.08973

Real-time Artificial Intelligence for Accelerator Control: A Study at the Fermilab Booster

Authors: John, Jason St., Herwig, Christian, Kafkes, Diana, Mitrevski, Jovan, Pellico, William A., Perdue, Gabriel N., Quintero-Parra, Andres, Schupbach, Brian A., Seiya, Kiyomi, Tran, Nhan, Schram, Malachi, Duarte, Javier M., Huang, Yunzhi, Keller, Rachael

Subject Terms: Physics - Accelerator Physics

Access URL: http://arxiv.org/abs/2011.07371

Interaction networks for the identification of boosted $H\to b\overline{b}$ decays

Authors: Moreno, Eric A., Nguyen, Thong Q., Vlimant, Jean-Roch, Cerri, Olmo, Newman, Harvey B., Periwal, Avikar, Spiropulu, Maria, Duarte, Javier M., Pierini, Maurizio

Source: Phys. Rev. D 102, 012010 (2020)

Subject Terms: High Energy Physics - Experiment, High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/1909.12285

JEDI-net: a jet identification algorithm based on interaction networks

Authors: Moreno, Eric A., Cerri, Olmo, Duarte, Javier M., Newman, Harvey B., Nguyen, Thong Q., Periwal, Avikar, Pierini, Maurizio, Serikova, Aidana, Spiropulu, Maria, Vlimant, Jean-Roch

Source: Eur. Phys. J. C 80, 58 (2020)

Subject Terms: High Energy Physics - Experiment, High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/1908.05318

Charged particle tracking with quantum annealing-inspired optimization

Authors: Zlokapa, Alexander, Anand, Abhishek, Vlimant, Jean-Roch, Duarte, Javier M., Job, Joshua, Lidar, Daniel, Spiropulu, Maria

Source: Quantum Mach. Intell. 3, 27 (2021)

Subject Terms: Quantum Physics, Computer Science - Machine Learning, High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/1908.04475

New Physics Agnostic Selections For New Physics Searches

Authors: Woźniak Kinga Anna, Cerri Olmo, Duarte Javier M., Möller Torsten, Ngadiuba Jennifer, Nguyen Thong Q., Pierini Maurizio, Spiropulu Maria, Vlimant Jean-Roch

Source: EPJ Web of Conferences, Vol 245, p 06039 (2020)

Subject Terms: Physics, QC1-999

File Description: electronic resource

Relation: https://www.epj-conferences.org/articles/epjconf/pdf/2020/21/epjconf_chep2020_06039.pdf; https://doaj.org/toc/2100-014X

Access URL: https://doaj.org/article/f070f05f774541e8917af87521ee9c1a

JEDI-net: a jet identification algorithm based on interaction networks

Authors: Moreno, Eric A., Cerri, Olmo, Duarte, Javier M., Newman, Harvey B., Nguyen, Thong Q., Periwal, Avikar, Pierini, Maurizio, Serikova, Aidana, Spiropulu, Maria, Vlimant, Jean-Roch

Source: European physical journal.C.Particles and fields. 80(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100127560795.0x000001&indx=1&recIds=ETOCvdc_100127560795.0x000001

FAIR for AI: An interdisciplinary and international community building perspective.

Authors: Huerta, E. A., Blaiszik, Ben, Brinson, L. Catherine, Bouchard, Kristofer E., Diaz, Daniel, Doglioni, Caterina, Duarte, Javier M., Emani, Murali, Foster, Ian, Fox, Geoffrey, Harris, Philip, Heinrich, Lukas, Jha, Shantenu, Katz, Daniel S., Kindratenko, Volodymyr, Kirkpatrick, Christine R., Lassila-Perini, Kati, Madduri, Ravi K., Neubauer, Mark S., Psomopoulos, Fotis E.

Source: Scientific Data; 7/26/2023, Vol. 10 Issue 1, p1-10, 10p

Subject Terms: ARTIFICIAL intelligence, COMMUNITIES of practice, EXHIBITION buildings, DATA management, GOVERNMENT laboratories

Company/Entity: ARGONNE National Laboratory

New Physics Agnostic Selections For New Physics Searches.

Authors: Doglioni, C., Kim, D., Stewart, G.A., Silvestris, L., Jackson, P., Kamleh, W., Woźniak, Kinga Anna, Cerri, Olmo, Duarte, Javier M., Möller, Torsten, Ngadiuba, Jennifer, Nguyen, Thong Q., Pierini, Maurizio, Spiropulu, Maria, Vlimant, Jean-Roch

Source: EPJ Web of Conferences; 11/16/2020, Vol. 245, p1-8, 8p

Subject Terms: PARTICLE physics, LARGE Hadron Collider, PROBABILITY theory, GAUSSIAN distribution, ENTROPY

Charged particle tracking with quantum annealing optimization

Authors: Zlokapa, Alexander, Anand, Abhishek, Vlimant, Jean-Roch, Duarte, Javier M., Job, Joshua, Lidar, Daniel, Spiropulu, Maria

Source: Quantum Machine Intelligence; December 2021, Vol. 3 Issue: 2