Zobrazeno 1 - 10
of 133
pro vyhledávání: '"Matthew Leigh"'
Publikováno v:
Journal of High Energy Physics, Vol 2024, Iss 4, Pp 1-32 (2024)
Abstract We introduce a new technique called Drapes to enhance the sensitivity in searches for new physics at the LHC. By training diffusion models on side-band data, we show how background templates for the signal region can be generated either dire
Externí odkaz:
https://doaj.org/article/d17cf2262d3243c7bebf05e1e8a943e2
Autor:
Tobias Golling, Lukas Heinrich, Michael Kagan, Samuel Klein, Matthew Leigh, Margarita Osadchy, John Andrew Raine
Publikováno v:
Machine Learning: Science and Technology, Vol 5, Iss 3, p 035074 (2024)
We propose masked particle modeling (MPM) as a self-supervised method for learning generic, transferable, and reusable representations on unordered sets of inputs for use in high energy physics (HEP) scientific data. This work provides a novel scheme
Externí odkaz:
https://doaj.org/article/83d8259a8d4442a9852c4ce61521cb09
Autor:
Matthew Leigh, Debajyoti Sengupta, Guillaume Quétant, John Andrew Raine, Knut Zoch, Tobias Golling
Publikováno v:
SciPost Physics, Vol 16, Iss 1, p 018 (2024)
In this paper, we present a new method to efficiently generate jets in High Energy Physics called PC-JeDi. This method utilises score-based diffusion models in conjunction with transformers which are well suited to the task of generating jets as part
Externí odkaz:
https://doaj.org/article/a811948a15cf456dad051c2a0234485b
Autor:
Charlotte Diana Nørregaard Rasmussen, Jodi Oakman, Kristina Karstad, Reiner Rugulies, Andreas Holtermann, Matthew Leigh Stevens
Publikováno v:
BMC Public Health, Vol 22, Iss 1, Pp 1-10 (2022)
Abstract Purpose Managers’ knowledge and behaviors in addressing musculoskeletal pain and sickness absence is not well understood. We investigated the association between managers’ knowledge and behaviours in relation to employees’ pain and the
Externí odkaz:
https://doaj.org/article/e63af6a8886b407998df928213a5d1c1
Publikováno v:
SciPost Physics, Vol 14, Iss 6, p 159 (2023)
We present $\nu$-Flows, a novel method for restricting the likelihood space of neutrino kinematics in high-energy collider experiments using conditional normalising flows and deep invertible neural networks. This method allows the recovery of the fu
Externí odkaz:
https://doaj.org/article/65c2e632c46d414da535f09e7d2b659b
Autor:
Charlotte Lund Rasmussen, Javier Palarea-Albaladejo, Melker Staffan Johansson, Patrick Crowley, Matthew Leigh Stevens, Nidhi Gupta, Kristina Karstad, Andreas Holtermann
Publikováno v:
International Journal of Behavioral Nutrition and Physical Activity, Vol 17, Iss 1, Pp 1-10 (2020)
Abstract Background Researchers applying compositional data analysis to time-use data (e.g., time spent in physical behaviors) often face the problem of zeros, that is, recordings of zero time spent in any of the studied behaviors. Zeros hinder the a
Externí odkaz:
https://doaj.org/article/3d651efc4dff48ed9751af859603c5f1
Autor:
Matthew Leigh
From Polypragmon to Curiosus is a study of how Greek and Latin writers describe curious, meddlesome, and exaggerated behaviour. Founded on a detailed investigation of a family of Greek terms, often treated as synonymous with each other, and of the La
Akademický článek
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Autor:
Nidhi Gupta, Johanna M. van Dongen, Andreas Holtermann, Allard J. van der Beek, Matthew Leigh Stevens, Charlotte Diana Nørregaard Rasmussen
Publikováno v:
Gupta, N, van Dongen, J M, Holtermann, A, Van der Beek, A, Stevens, M L & Rasmussen, C D N 2022, ' Cost-Effectiveness and Return-on-Investment of a Participatory Ergonomics Intervention Among Childcare Workers : An Economic Evaluation in a Randomized Controlled Trial ', Journal of occupational and environmental medicine, vol. 64, no. 6, pp. 533-539 . https://doi.org/10.1097/JOM.0000000000002510
Gupta, N, van Dongen, J M, Holtermann, A, van der Beek, A J, Stevens, M L & Nørregaard Rasmussen, C D 2022, ' Cost-Effectiveness and Return-on-Investment of a Participatory Ergonomics Intervention Among Childcare Workers : An Economic Evaluation in a Randomized Controlled Trial ', Journal of Occupational and Environmental Medicine, vol. 64, no. 6, pp. 533-539 . https://doi.org/10.1097/JOM.0000000000002510
Journal of occupational and environmental medicine, 64(6), 533-539. Lippincott Williams and Wilkins
Journal of Occupational and Environmental Medicine, 64(6), 533-539. Lippincott Williams and Wilkins
Gupta, N, van Dongen, J M, Holtermann, A, van der Beek, A J, Stevens, M L & Nørregaard Rasmussen, C D 2022, ' Cost-Effectiveness and Return-on-Investment of a Participatory Ergonomics Intervention Among Childcare Workers : An Economic Evaluation in a Randomized Controlled Trial ', Journal of Occupational and Environmental Medicine, vol. 64, no. 6, pp. 533-539 . https://doi.org/10.1097/JOM.0000000000002510
Journal of occupational and environmental medicine, 64(6), 533-539. Lippincott Williams and Wilkins
Journal of Occupational and Environmental Medicine, 64(6), 533-539. Lippincott Williams and Wilkins
OBJECTIVES: To evaluate the cost-effectiveness and return-on-investment (ROI) of 20-week ergonomic intervention to reduce physical exertion at work than usual-practice among childcare workers.METHODS: 190 workers from 16 institutions were cluster-(in