Zobrazeno 1 - 10
of 1 761
pro vyhledávání: '"Lucini, P."'
Autor:
Bennett, Ed, Hong, Deog Ki, Hsiao, Ho, Lee, Jong-Wan, Lin, C. -J. David, Lucini, Biagio, Piai, Maurizio, Vadacchino, Davide
We report the results of an extensive numerical study of the $Sp(4)$ lattice gauge theory with three (Dirac) flavors of fermion in the two-index antisymmetric representation. In the presence of (degenerate) fermion masses, the theory has an enhanced
Externí odkaz:
http://arxiv.org/abs/2412.01170
Autor:
Hsiao, Ho, Bennett, Ed, Forzano, Niccolò, Hong, Deog Ki, Lee, Jong-Wan, Lin, C. -J. David, Lucini, Biagio, Piai, Maurizio, Vadacchino, Davide, Zierler, Fabian
We report progress on our lattice calculations for the mass spectra of low-lying composite states in the Sp(4) gauge theory coupled to two and three flavors of Dirac fermions transforming in the fundamental and the two-index antisymmetric representat
Externí odkaz:
http://arxiv.org/abs/2411.18379
During training, weight matrices in machine learning architectures are updated using stochastic gradient descent or variations thereof. In this contribution we employ concepts of random matrix theory to analyse the resulting stochastic matrix dynamic
Externí odkaz:
http://arxiv.org/abs/2411.13512
Autor:
Mason, David, Bennett, Ed, Lucini, Biagio, Piai, Maurizio, Rinaldi, Enrico, Vadacchino, Davide, Zierler, Fabian
First-order phase transitions in the early universe have rich phenomenological implications, such as the production of a potentially detectable signal of stochastic relic background gravitational waves. The hypothesis that new, strongly coupled dynam
Externí odkaz:
http://arxiv.org/abs/2411.13101
The family of SU(2) theories with matter transforming in the adjoint representation has attracted interest from many angles. The two-flavour theory, known as Minimal Walking Technicolor, has a body of evidence pointing to it being in the conformal wi
Externí odkaz:
http://arxiv.org/abs/2410.19484
Autor:
Zierler, Fabian, Bennett, Ed, Forzano, Niccolò, Hong, Deog Ki, Hsiao, Ho, Lee, Jong-Wan, Lin, C. -J. David, Lucini, Biagio, Piai, Maurizio, Vadacchino, Davide
We measure the masses of the pseudoscalar flavour-singlet meson states in the $Sp(4)$ gauge theory coupled to two Dirac fermions transforming in the fundamental representation and three Dirac fermions in the antisymmetric representation. This theory
Externí odkaz:
http://arxiv.org/abs/2410.11412
Autor:
Bennett, Ed, Del Debbio, Luigi, Forzano, Niccolò, Hill, Ryan C., Hong, Deog Ki, Hsiao, Ho, Lee, Jong-Wan, Lin, C. -J. David, Lucini, Biagio, Lupo, Alessandro, Piai, Maurizio, Vadacchino, Davide, Zierler, Fabian
Spectral densities encode non-perturbative information crucial in computing physical observables in strongly coupled field theories. Using lattice gauge theory data, we perform a systematic study to demonstrate the potential of recent technological a
Externí odkaz:
http://arxiv.org/abs/2410.11386
Autor:
Bennett, Ed, Lucini, Biagio, Mason, David, Piai, Maurizio, Rinaldi, Enrico, Vadacchino, Davide
We study the finite-temperature behaviour of the $Sp(4)$ Yang-Mills lattice theory in four dimensions, by applying the Logarithmic Linear Relaxation (LLR) algorithm. We demonstrate the presence of coexisting (metastable) phases, when the system is in
Externí odkaz:
http://arxiv.org/abs/2409.19426
Autor:
Athenodorou, Andreas, Bennett, Ed, Bergner, Georg, Butti, Pietro, Lenz, Julian, Lucini, Biagio
We provide an extended lattice study of the SU(2) gauge theory coupled to one Dirac fermion flavour ($N_{\mathrm{f}} =1$) transforming in the adjoint representation as the continuum limit is approached. This investigation is supplemented by numerical
Externí odkaz:
http://arxiv.org/abs/2408.00171
We demonstrate that the update of weight matrices in learning algorithms can be described in the framework of Dyson Brownian motion, thereby inheriting many features of random matrix theory. We relate the level of stochasticity to the ratio of the le
Externí odkaz:
http://arxiv.org/abs/2407.16427