output
20202023
most citedLoss Functions and Metrics in Deep Learning

283 citations

6 papers

cs.LG2023★ 283 cited

Loss Functions and Metrics in Deep Learning

Juan Terven, Diana M. Cordova-Esparza, Alfonso Ramirez-Pedraza +2

This paper presents a comprehensive review of loss functions and performance metrics in deep learning, highlighting key developments and practical insights across diverse applicati…

hep-ph2022★ 7 cited

Volume effects on the QCD critical end point from thermal fluctuations within the super statistics framework

Jorge David Castaño-Yepes, Fernando Martínez Paniagua, Victor Muñoz-Vitelly +1

We investigate the impact of the finite volume and the thermal fluctuations on the Critical End Point of the QCD phase diagram. To do so, we implement the super statistics framewor…

quant-ph2021★ 12 cited

Super-statistics and quantum entanglement in the isotropic spin-1/2 XX dimmer from a non-additive thermodynamics perspective

Jorge David Castaño-Yepes, Cristian Felipe Ramirez-Gutierrez

In this paper, the impact of temperature fluctuations in the entanglement of two qubits described by a spin-1/2 XX model is studied. To describe the out-of-equilibrium situation, s…

cond-mat.mtrl-sci2020

Total energy calculation for the metallic hcp phase of Zn in the bulk, layered, and quantum dot limits

D. Olguín

The structural and electronic properties of the metallic hcp phase of Zn in the bulk, monolayer, bilayer, and quantum dot limits have been studied by using total energy calculation…

cond-mat.stat-mech2020★ 15 cited

Comments on "Superstatistical properties of the one-dimensional Dirac oscillator" by Abdelmalek Boumali et al

Jorge David Castaño-Yepes, I. A. Lujan-Cabrera, C. F. Ramirez-Gutierrez

In this comment, we discuss the mathematical formalism used in Boumali et al. (2020) which describes the superstatistical thermal properties of a one-dimensional Dirac oscillator.…

cond-mat.mes-hall2020★ 7 cited

Optical intersubband properties of a core-shell semiconductor-topological insulator quantum dot described by -Electrodynamics

Jorge David Castaño-Yepes, O. J. Franca, C. F. Ramirez-Gutierrez +1

The optical properties of a spherical topological insulator embedded concentrically in a single-electron system consisting of a core-shell GaAs quantum dot are analyzed, when the s…