Results 31 to 40 of about 5,077 (103)
Finetuning foundation models for joint analysis optimization in High Energy Physics [PDF]
Machine Learning: Science and TechnologyIn this work we demonstrate that significant gains in performance and data efficiency can be achieved in High Energy Physics (HEP) by moving beyond the standard paradigm of sequential optimization or reconstruction and analysis components.
M. Vigl, N. Hartman, L. Heinrich
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Software Training in High Energy Physics [PDF]
Journal of Physics: Conference Series, 2022 Among the upgrades in current high energy physics (HEP) experiments and the new facilities coming online, solving software challenges has become integral to the success of the collaborations.
M. Villanueva +2 more
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Quantum frontiers in high energy physics [PDF]
Science China Physics, Mechanics & AstronomyNumerous challenges persist in High Energy Physics (HEP), the addressing of which requires advancements in detection technology, computational methods, data analysis frameworks, and phenomenological designs.
Yaquan Fang +8 more
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Advances in High Energy Physics, Volume 2018, Issue 1, 2018., 2018 Nonsupersymmetric minimal SU(5) with Higgs representations 24H and 5H and standard fermions in 5¯F⊕10F is well known for its failure in unification of gauge couplings and lack of predicting neutrino masses. Like standard model, it is also affected by the instability of the Higgs scalar potential.
Biswonath Sahoo +3 more
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European Journal for Philosophy of Science, 2022 As more objections have been raised against grant peer-review for being costly and time-consuming, the legitimate question arises whether machine learning algorithms could help assess the epistemic efficiency of the proposed projects. As a case study, we
Vlasta Sikimić, S. Radovanović
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, 2021 Research and Practice in Thrombosis and Haemostasis, Volume 5, Issue S2, October 2021.
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Analysis of Requirements for the Design of a Detector Control System in a High Energy Physics (HEP) Experiment [PDF]
Proceedings of 7th Annual Conference on Large Hadron Collider Physics — PoS(LHCP2019), 2019 In this work the use of the Rational Unified Process (RUP) to model the design of a Detector Control System (DCS) in a High-Energy Physics (HEP) experiment is proposed.
J. C. Cabanillas-Noris +3 more
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Very High Energy Physics and Astronomy with Tau and Photon Probes
Proceedings of 41st International Conference on High Energy physics — PoS(ICHEP2022), 2022 Very-high energy physics (VHEP) is the development of a higher energy frontier complementary to accelerator-based HEP to investigate interactions in space caused by fundamental particles and to study the structure and fundamental interactions of ...
M. Sasaki
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Abstract Book: 25th Congress of the European Hematology Association Virtual Edition, 2020
, 2020 HemaSphere, Volume 4, Issue S1, Page 1-1168, June 2020.
wiley +1 more source
Addressing GPU memory limitations for Graph Neural Networks in High-Energy Physics applications
Frontiers in High Performance ComputingReconstructing low-level particle tracks in neutrino physics can address some of the most fundamental questions about the universe. However, processing petabytes of raw data using deep learning techniques poses a challenging problem in the field of High ...
C. Lee +7 more
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