Inteligencia Artificial

Modelación Matemática y Problemas Inversos

Métodos Numéricos


Publicaciones recientes del grupo


Classification of a black hole spin out of its shadow using support vector machines.
J. A Gonzalez, F S Guzman
Phys. Rev. D 99, 103002 (2019)
DOI: 10.1103/PhysRevD.99.103002
arxiv: 1901.07615

Oscillation modes of ultralight BEC dark matter cores
F S Guzman
Phys. Rev. D 99, 083513 (2019)
DOI: 10.1103/PhysRevD.99.083513
arXiv: 1812.11612

Relaxation of structures resulting from head-on mergers of ultralight bosonic dark matter cores
Ana Avilez-Lopez, F. S. Guzman
Phys. Rev. D 99, 043542 (2019)
DOI: 10.1103/PhysRevD.99.043542
arXiv: 1812.11608

CAFE-R a code that solves the special relativistic radiation hydrodynamics equations
F. J. Rivera-Paleo, F. S. Guzman
ApJS 241, 28 (2019)
DOI: 10.3847/1538-4365/ab0d8c
arXiv: 1903.04994

Analysis of 3D plasma motions in a chromospheric jet formed due to magnetic reconnection
J. J. Gonzalez-Aviles, F. S. Guzman, V. Fedun, G. Verth, R. Sharma, S. Shelyag, S. Regnier
Mon. Not. R. Astron. Soc. 484, 1936–1945 (2019)
DOI:10.1093/mnras/stz087
arXiv: 1807.04224

Head-on collision of multi-state ultralight BEC dark matter configurations
F.S. Guzman, Ana Avilez-Lopez
Phys. Rev. D 97, 116003 (2018)
DOI: 10.1103/PhysRevD.97.116003
arXiv: 1804.08670

Evolution of jets driven by relativistic radiation hydrodynamics as Long and Low Luminosity GRBs
F. J. Rivera-Paleo, F. S. Guzman
Mon. Not. R. Astron. Soc. 479, 2796-2809 (2018)
DOI: 10.1093/mnras/sty1603
arXiv: 1710.09480

Characterizing the velocity of a wandering black hole and properties of the surrounding medium using convolutional neural networks
J. A. Gonzalez, F. S. Guzman
Phys. Rev. D 97, 063001 (2018)
DOI: 10.1103/PhysRevD.97.063001
arXiv: 1803.06060

Jet Formation and Evolution due to 3D Magnetic Reconnection
J. J. Gonzalez-Aviles, F. S. Guzman, V. Fedun, G. Verth, S. Shelyag, S. Regnier
The Astrophysical Journal, 856, 176 (2018)
DOI: 10.3847/1538-4357/aab36f
arXiv: 1709.05066

Classifying initial conditions of long GRBs modeled with relativistic radiation hydrodynamics
F. J. Rivera-Paleo, C. E. Lopez Nunez, F. S. Guzman, J. A Gonzalez
Phys. Rev. D 95, 123005 (2017)
DOI: 10.1103/PhysRevD.95.123005
arXiv: 1705.08995

Jet formation in solar atmosphere due to magnetic reconnection
J.J. Gonzalez-Aviles, F.S. Guzman, V. Fedun
ApJ 836, 24 (2017)
DOI: 10.3847/1538-4357/836/1/24
arXiv: 1609.09422

Parameter estimates in binary black hole collisions using neural networks
M. Carrillo, M. Gracia-Linares, J. A. Gonzalez, F. S. Guzman
Gen. Rel. Grav. 48, 141 (2016)
DOI: 10.1007/s10714-016-2136-0
arXiv: 1608.02491

Behavior of luminous matter in the head-on encounter of two ultralight BEC dark matter halos
F. S. Guzman, J. A Gonzalez, J. P. Cruz
Phys. Rev. D 93, 103535 (2016)
arXiv: 1605.04856
DOI: 10.1103/PhysRevD.93.103535

Modeling long GRBs using a single shock with relativistic radiation hydrodynamics
F. J. Rivera-Paleo, F. S. Guzman
Mon. Not. R. Astron. Soc. 459, 2777-2786 (2016)
DOI: 10.1093/mnras/stw830
arXiv: 1604.03457

Accretion of a Phantom Scalar Field by a Black Hole: restrictions on the field distribution
J. A. Gonzalez, F. S. Guzman
Phys. Rev. D 94, 104012 (2016)
DOI: 10.1103/PhysRevD.94.104012
arXiv: 1612.05117

Accretion of Supersonic Winds on Boson Stars
M. Gracia-Linares, F. S. Guzman
Phys. Rev. D 94, 064077 (2016)
DOI: 10.1103/PhysRevD.94.064077
arXiv: 1609.06398

Generic placeholder image Miembros del grupo Foto de agosto 2016.

Estudiantes de Licenciatura

Felipe Alvarez Acha

Jonathan García Huerta

León Rene Hinojosa Hierro

Eduardo Mellado

María Otilia Segura Patiño

Dulce Nataly Silva Mendoza

Estudiantes de Maestría

Miguel Angel Ceja

Venecia Chávez

Guillermo Estrada

Itzayana Izquierdo

Armando Madrigal Lucatero

Ricardo Ochoa Armenta

Karla Sofia Zavala

Estudiantes de Doctorado

Carlos López Nuñez

Francisco Rivera Paleo

Silvano Ulices Que Salinas

Recién doctorados del grupo

Mauricio Carrillo Valencia (2017)

José Juan González Avilés (2017)

Miguel Gracia Linares (2017)

Profesores

Prof. José Antonio González Cervera

Prof. Francisco Siddhartha Guzmán Murillo

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