Zobrazeno 1 - 10
of 1 968
pro vyhledávání: '"Detector simulations"'
Whenever invertible generative networks are needed for LHC physics, normalizing flows show excellent performance. A challenge is their scaling to high-dimensional phase spaces. We investigate their performance for fast calorimeter shower simulations
Externí odkaz:
http://arxiv.org/abs/2312.09290
The use of machine learning algorithms is an attractive way to produce very fast detector simulations for scattering reactions that can otherwise be computationally expensive. Here we develop a factorised approach where we deal with each particle pro
Externí odkaz:
http://arxiv.org/abs/2207.11254
The Liquid Argon Time Projection Chamber (LArTPC) technology is widely used in high energy physics experiments, including the upcoming Deep Underground Neutrino Experiment (DUNE). Accurately simulating LArTPC detector responses is essential for analy
Externí odkaz:
http://arxiv.org/abs/2203.02479
Accurate and fast simulation of particle physics processes is crucial for the high-energy physics community. Simulating particle interactions with detectors is both time consuming and computationally expensive. With the proton-proton collision energy
Externí odkaz:
http://arxiv.org/abs/2104.01725
Autor:
Schmidt, David
Publikováno v:
forthcoming EPJ Web of Conferences (2019)
Knowledge of the mass composition of ultra-high-energy cosmic rays is understood to be a salient component in answering the open questions in the field. The AugerPrime upgrade of the Pierre Auger Observatory aims to enhance its surface detector with
Externí odkaz:
http://arxiv.org/abs/1905.07725
We use adversarial network architectures together with the Wasserstein distance to generate or refine simulated detector data. The data reflect two-dimensional projections of spatially distributed signal patterns with a broad spectrum of applications
Externí odkaz:
http://arxiv.org/abs/1802.03325
Autor:
Supanitsky, A. D., Medina-Tanco, G.
The simulations of extensive air showers as well as the detectors involved in their detection play a fundamental role in the study of the high energy cosmic rays. At the highest energies the detailed simulation of air showers is very costly in proces
Externí odkaz:
http://arxiv.org/abs/0909.1316
Autor:
Supanitsky, A. D., Medina-Tanco, G.
Publikováno v:
Astropart.Phys.30:264-269,2008
The study of high energy cosmic rays requires detailed Monte Carlo simulations of both, extensive air showers and the detectors involved in their detection. In particular, the energy calibration of several experiments is obtained from simulations. Al
Externí odkaz:
http://arxiv.org/abs/0810.2251
Sorumlu yazar. E-mail adresi: alidursun@edu.tr (Ali Dursun) -- İstanbul Sabahattin Zaim Üniversitesi Fen Bilimleri Enstitüsü Dergisi (İZÜFBED) dergisinin özel sayısıdır. Yüksek Enerji Fiziği alanında temel olarak algıç benzetimleri olu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3195::a63a24cb61ef4e09b3e5707702ca5545
https://hdl.handle.net/20.500.12436/2623
https://hdl.handle.net/20.500.12436/2623
Autor:
Huang, Yi, Torbunov, Dmitrii, Viren, Brett, Yu, Haiwang, Huang, Jin, Lin, Meifeng, Ren, Yihui
Deep learning (DL) techniques have broad applications in science, especially in seeking to streamline the pathway to potential solutions and discoveries. Frequently, however, DL models are trained on the results of simulation yet applied to real expe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9b1d44c849934ccb17577c1fedac0333
http://arxiv.org/abs/2304.12858
http://arxiv.org/abs/2304.12858