56 citations · 90 across the 10 of their papers we have counts for
11 papers
Chiral symmetry breaking for large "Nf" and the properties of the "rho" meson near the conformal window
Aftab Ahmad, Samreen Fatima, Muhammad Shahbaz +3
We study how the ground-state properties of the rho meson respond when the number of light-quark flavors N_f is driven towards the conformal window. The interaction is a symmetry-p…
Physics-Informed Classical and Quantum Neural Networks for One-Dimensional Schrodinger Eigenvalue Problems
Tariq Mahmood, Waqas Arshad, Bilal Naseer +1
The Schrodinger equation in one spatial dimension admits a small set of exactly solvable potentials that serve as natural proving grounds for any new eigenvalue solver. We formulat…
Comparing Classical and Quantum Machine Learning for Regression in High Energy Physics Collision Data
Tariq Mahmood, Zain ul Abidin, Itzel Luviano Soto +1
The classification and regression of particle collision events constitute a persistent computational challenge in experimental high energy physics, where large volumes of simulated…
Classical and Hybrid Quantum Machine Learning for Trigger-Like Event Selection on CMS Open Data: An Eight-Qubit, PCA-Constrained Benchmark
Tariq Mahmood, Muhammad Awais Rafique, Talab Hussain +3
Event triggering sits at the heart of high-energy physics, where the rare events of interest must be retained while an overwhelming background is discarded under tight latency and…
The MexNICA Collaboration in the MPD-NICA Experiment at JINR: Experimental and Theoretical Achievements
Alfredo Raya, Mauricio Alvarado, Juan Anzúrez +21
The MexNICA Collaboration coordinates the activities of Mexican scientists, engineers, postdoctoral fellows and students in the Multi-Purpose Detector experiment at the Nuclotron-b…
Heat Capacity Anomalies and Thermal Crossovers in Finite Su-Schrieffer-Heeger Chains
Carlos Magno da Conceição, Julio César Pérez-Pedraza, Alfredo Raya +1
We investigate the thermodynamic properties of finite Su-Schrieffer-Heeger (SSH) chains in thermal equilibrium at fixed temperature and chemical potential. Using the canonical and…
Constraining the position of the CEP through the Speed of Sound in the LSMq
Saúl Hernández-Ortiz, Ricardo Martínez von Dossow, Alfredo Raya
We study the chiral phase transition within the Linear Sigma Model with quarks from its thermodynamical potential considering quantum corrections up to ring diagrams in the high-te…
Plasma screening and the critical end point in the QCD phase diagram
Alejandro Ayala, Bilgai Almeida Zamora, J. J. Cobos-Martínez +4
In heavy-ion collisions, fluctuations of conserved charges are known to be sensitive observables to probe criticality for the QCD phase transition and to locate the position of the…
Collision energy dependence of the critical end point from baryon number fluctuations in the Linear Sigma Model with quarks
Alejandro Ayala, Bilgai Almeida Zamora, J. J. Cobos-Martínez +4
We show that the Linear Sigma Model with quarks produces an effective description of the QCD phase diagram and of the system's equilibrium distribution properties that deviate from…
Multiple solutions for the fermion mass function in QED3
K. Raya, A. Bashir, S. Hernández-Ortiz +2
Theories that support dynamical generation of a fermion mass gap are of widespread interest. The phenomenon is often studied via the Dyson-Schwinger equation (DSE) for the fermion…
Facets of confinement and dynamical chiral symmetry breaking
P. Maris, A. Raya, C. D. Roberts +1
The gap equation is a cornerstone in understanding dynamical chiral symmetry breaking and may also provide clues to confinement. A symmetry-preserving truncation of its kernel enab…