Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Timo Janßen"'
Publikováno v:
European Physical Journal C: Particles and Fields, Vol 82, Iss 8, Pp 1-19 (2022)
Abstract We present the first application of a Nested Sampling algorithm to explore the high-dimensional phase space of particle collision events. We describe the adaptation of the algorithm, designed to perform Bayesian inference computations, to th
Externí odkaz:
https://doaj.org/article/1db8beb3eb6c432fa7946350842e85c6
Publikováno v:
SciPost Physics, Vol 15, Iss 3, p 107 (2023)
In this article we combine a recently proposed method for factorisation-aware matrix element surrogates with an unbiased unweighting algorithm. We show that employing a sophisticated neural network emulation of QCD multijet matrix elements based on d
Externí odkaz:
https://doaj.org/article/ba0dd57397f84a3d9d97091b66bddd62
Publikováno v:
SciPost Physics, Vol 12, Iss 5, p 164 (2022)
The generation of unit-weight events for complex scattering processes presents a severe challenge to modern Monte Carlo event generators. Even when using sophisticated phase-space sampling techniques adapted to the underlying transition matrix ele
Externí odkaz:
https://doaj.org/article/a4101219ff184da094a23e019e9d5232
Publikováno v:
SciPost Physics, Vol 8, Iss 4, p 069 (2020)
We present a novel approach for the integration of scattering cross sections and the generation of partonic event samples in high-energy physics. We propose an importance sampling technique capable of overcoming typical deficiencies of existing ap
Externí odkaz:
https://doaj.org/article/d864f3cca7574177bca89230b88f5bf6
Publikováno v:
European Physical Journal
Funder: Royal Society; doi: http://dx.doi.org/10.13039/501100000288
We present the first application of a Nested Sampling algorithm to explore the high-dimensional phase space of particle collision events. We describe the adaptation of the algor
We present the first application of a Nested Sampling algorithm to explore the high-dimensional phase space of particle collision events. We describe the adaptation of the algor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e2eba47d07b845217bcfaac7381a1b83
https://www.repository.cam.ac.uk/handle/1810/339905
https://www.repository.cam.ac.uk/handle/1810/339905
Publikováno v:
Proceedings of The Eighth Annual Conference on Large Hadron Collider Physics — PoS(LHCP2020).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::14f65e79bf93160662c5e63da47600c9
https://doi.org/10.22323/1.382.0056
https://doi.org/10.22323/1.382.0056
Publikováno v:
SciPost Physics, Vol 14, Iss 4, p 079 (2023)
First-principle simulations are at the heart of the high-energy physics research program. They link the vast data output of multi-purpose detectors with fundamental theory predictions and interpretation. This review illustrates a wide range of applic
Externí odkaz:
https://doaj.org/article/3479be73aa7242cb9b86f165b65d5d9a