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Michael Kagan

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SLAC National Accelerator Laboratory, Menlo Park, CA, USA

Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models

Mar 11, 2024
Philip Harris, Michael Kagan, Jeffrey Krupa, Benedikt Maier, Nathaniel Woodward

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Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models

Jan 25, 2024
Lukas Heinrich, Tobias Golling, Michael Kagan, Samuel Klein, Matthew Leigh, Margarita Osadchy, John Andrew Raine

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Differentiable Vertex Fitting for Jet Flavour Tagging

Oct 19, 2023
Rachel E. C. Smith, Inês Ochoa, Rúben Inácio, Jonathan Shoemaker, Michael Kagan

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Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics

Aug 31, 2023
Michael Kagan, Lukas Heinrich

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Interpretable Uncertainty Quantification in AI for HEP

Aug 08, 2022
Thomas Y. Chen, Biprateep Dey, Aishik Ghosh, Michael Kagan, Brian Nord, Nesar Ramachandra

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Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml

Jul 01, 2022
Elham E Khoda, Dylan Rankin, Rafael Teixeira de Lima, Philip Harris, Scott Hauck, Shih-Chieh Hsu, Michael Kagan, Vladimir Loncar, Chaitanya Paikara, Richa Rao, Sioni Summers, Caterina Vernieri, Aaron Wang

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Novel Light Field Imaging Device with Enhanced Light Collection for Cold Atom Clouds

May 23, 2022
Sanha Cheong, Josef C. Frisch, Sean Gasiorowski, Jason M. Hogan, Michael Kagan, Murtaza Safdari, Ariel Schwartzman, Maxime Vandegar

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Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges

Mar 25, 2022
Savannah Thais, Paolo Calafiura, Grigorios Chachamis, Gage DeZoort, Javier Duarte, Sanmay Ganguly, Michael Kagan, Daniel Murnane, Mark S. Neubauer, Kazuhiro Terao

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New directions for surrogate models and differentiable programming for High Energy Physics detector simulation

Mar 15, 2022
Andreas Adelmann, Walter Hopkins, Evangelos Kourlitis, Michael Kagan, Gregor Kasieczka, Claudius Krause, David Shih, Vinicius Mikuni, Benjamin Nachman, Kevin Pedro, Daniel Winklehner

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