تقرير
The MadNIS Reloaded
| العنوان: | The MadNIS Reloaded |
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| المؤلفون: | Heimel, Theo, Huetsch, Nathan, Maltoni, Fabio, Mattelaer, Olivier, Plehn, Tilman, Winterhalder, Ramon |
| المصدر: | SciPost Phys. 17, 023 (2024) |
| سنة النشر: | 2023 |
| المجموعة: | High Energy Physics - Experiment High Energy Physics - Phenomenology Physics (Other) |
| مصطلحات موضوعية: | High Energy Physics - Phenomenology, High Energy Physics - Experiment, Physics - Computational Physics |
| الوصف: | In pursuit of precise and fast theory predictions for the LHC, we present an implementation of the MadNIS method in the MadGraph event generator. A series of improvements in MadNIS further enhance its efficiency and speed. We validate this implementation for realistic partonic processes and find significant gains from using modern machine learning in event generators. Comment: 15 pages, 6 figures, 2 tables; v3: updates incl. referee requests |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.21468/SciPostPhys.17.1.023 |
| URL الوصول: | http://arxiv.org/abs/2311.01548 |
| رقم الأكسشن: | edsarx.2311.01548 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.21468/SciPostPhys.17.1.023 |
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