Complex Systems Lab 

Collaborations :

• Fernando Angulo Brown (ESFM-IPN)

• Larry S. Liebovitch (U. Columbia, USA)

• Gabriel Ramos-Fernández (IIMAS-UNAM)

• Cristina Masoller (UPC )

• Reik Donner (Magdeburg-Stendal University of Applied Sciences, Germany)

• Israel Reyes Ramírez (UPIITA-IPN)

• R. Hernández Pérez (Satmex, ESFM-IPN)

• Research Group on Thermodynamics and Statistical Physics (U. de Salamanca, Spain)

• A. Ramírez-Rojas (UAM-Azcapotzalco)

Students:

• Jardi Yulistian García Bustamante (M. Sc. Studente, Co-supervised with Daniel Aguilar Velazquez (ESCOM-IPN))

• Alvaro Zabaleta (UPIITA-IPN,  Ph. D. in Adv. Tec. Co-supervised with Cristina Masoller (UPC) )

• Tania Hernández H. (UPIITA-IPN,  Ph. D. in Adv. Tec. Co-supervised with Gabriel Ramos-Fernández (IIMAS-UNAM))

Recent papers:

• Correlations and Fractality in Sentence-Level Sentiment Analysis Based on VADER for Literary Texts. Hernández-Pérez, R., Pablo Lara-Martínez, B. Obregón-Quintana, L. S. Liebovitch, and L. Guzmán-Vargas. Information 15, no. 11 (2024): 698.

• Simplicial complex entropy for time series analysis, L Guzmán-Vargas, A Zabaleta-Ortega, A Guzmán-Sáenz. Scientific Reports 13 (1), 22696, 2023. 

A script for calculating the Simplicial Complex Approximate Entropy ( SCAE_1) is described in this Github repository.  

• Topological data analysis of the synchronization of a network of Rössler chaotic electronic oscillators.  A Zabaleta-Ortega, C Masoller, L Guzmán-Vargas, Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (11), 2023

• A multiplex analysis of phonological and orthographic networks Pablo Lara-Martínez, Bibiana Obregón-Quintana, CF Reyes-Manzano, Irene López-Rodríguez, Lev Guzmán-Vargas.  Plos one 17 (9), e0274617

• Generalization of Higuchi's fractal dimension for multifractal analysis of time series with limited length, Carlos Carrizales-Velazquez, Reik V Donner, Lev Guzmán-Vargas.  Nonlinear Dynamics volume 108, pages 417–431 (2022).

• The Complex Structure of the Pharmacological Drug–Disease Network. Irene López-Rodríguez, Cesár F Reyes-Manzano, Ariel Guzmán-Vargas, Lev Guzmán-Vargas, Entropy 23 (9), 1139, 2021

• Comparing phonological and orthographic networks: A multiplex analysis, P Lara-Martínez, B Obregón-Quintana, CF Reyes-Manzano, I. López-Rodríguez, L. Guzmán-Vargas, Plos one 16 (2), e0245263, 2021

• Drugs, Active Ingredients and Diseases Database in Spanish. Augmenting the Resources for Analyses on Drug–Illness Interactions I López-Rodríguez, CF Reyes-Manzano, I Reyes-Ramírez, T. Contreras-Uribe, L. Guzmán-Vargas, Data 6 (1), 3, 2021

• IY Fernández-Rosales, F Angulo-Brown, E Pérez-Campuzano, Lev Guzmán-Vargas. Distance distributions of human settlements,  Chaos Solitons & Fractals 136, 109808, 2020. 

• Hernández-Casildo, M del Castillo-Mussot, E Hernández-Ramirez, L Guzmán-Vargas. Correlating international inflowing and outflowing remittances and migrants. International Journal of Modern Physics C (IJMPC), 31,03, 1-10, 2020

• Network-based features for retinal fundus vessel structure analysis. P Amil, CF Reyes-Manzano, L Guzmán-Vargas, Irene Sendiña-Nadal, Cristina Masoller,  PloS one, 14(7): e0220132, 2019

• Complexity analysis of sustainable peace: mathematical models and data science measurements. LS Liebovitch, PT Coleman, A Bechhofer, C Colon, J Donahue, Jaclyn Donahue, Chaim Eisenbach, Lev Guzmán-Vargas, Daniel Jacobs, Ammad Khan, Changlin Li, Daniel Maksumov, Javier Mucia, Michael Persaud, Mohamad Salimi, Launy Schweiger, Qiman Wang, New Journal of Physics 2019

• Recurrence Networks in Natural Languages. E Baeza-Blancas, B Obregón-Quintana, C Hernández-Gómez, D. Gómez-Mléndez, L. S. Liebovitch, Entropy 21 (5), 517

• Critical synchronization and 1/f noise in inhibitory/excitatory rich-club neural networks . D. Aguilar-Velázquez and L. Guzmán-Vargas.  Nat. Scientific Reports, 9 (1), 1258, 2019 

• Multifractal analysis reveals decreased nonlinearity and stronger anticorrelations in heart period fluctuations of fibromyalgia patients. CF Reyes-Manzano, C Lerma, JC Echevarria, M Martinez Lavin, L. Martínez,O. Infante, L. Guzmán-Vargas, Frontiers in Physiology 9, 1118, 2018.

• On entropy research analysis: cross-disciplinary knowledge transfer. R. Basurto-Flores, L Guzmán-Vargas, S Velasco, A Medina, Scientometrics, 1-17, 2018.

• Symbolic Analysis of the Cycle-to-Cycle Variability of a Gasoline–Hydrogen Fueled Spark Engine Model. I Reyes-Ramírez, SD Martínez-Boggio, PL Curto-Risso, A Medina, Energies 11 (4), 968, 2018

• Design and implementation of a robotic active solar distiller based on a Fresnel concentrator and a photovoltaic system. ALJ S.I. Palomino-Resendiz, D.A. Flores-Hernández, N. Lozada-Castillo, L . Energy Conversion and Management 166, 637–647, 2018

• Synchronization and 1/f signals in interacting small-world networks.D Aguilar-Velázquez, L Guzmán-Vargas, Chaos, Solitons & Fractals 104, 418-425

• Evaluating the Irregularity of Natural Languages. C Hernández-Gómez, R Basurto-Flores, B Obregón-Quintana, Entropy 19 (10), 521

• A point process analysis of electrogastric variability.   TJ Contreras-Uribe, LI Garay-Jiménez, L Guzmán-Vargas. Chaos, Solitons & Fractals 94, 16-22, 2017.

• The dynamic consequences of cooperation and competition in small-world networks, IY Fernández-Rosales, LS Liebovitch, L Guzmán-Vargas. PloS one 10 (4), e0126234, 2014