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Guillermo Huerta Cuellar

Universidad de Guadalajara

SCHOLARLY PAPERS

2

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138

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Scholarly Papers (2)

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1.

Persistent Homology Approach for Uncovering Transitions to Chaos

Number of pages: 20 Posted: 30 Oct 2024
Waqar Hussain Shah, Rider Jaimes-Reátegui, Guillermo Huerta Cuellar, Juan Hugo García-López and Alexander N. Pisarchik
Universidad de Guadalajara, Universidad de Guadalajara, Universidad de Guadalajara, Universidad de Guadalajara and Universidad Politécnica de Madrid
Downloads 119 (600,462)

Abstract:

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Chaos, Time series, Topological data analysis, CROCKER, Rössler oscillator, Persistence diagram

2.

Topological Machine Learning Approach for Classifying Ro¨ssler Phase Portraits via Cubical Homology

Number of pages: 27 Posted: 19 Jan 2026
Rider Jaimes-Reátegui, Waqar Hussain Shah, S. Rafia Fatima, Juan Hugo García-López and Guillermo Huerta Cuellar
Universidad de Guadalajara, Universidad de Guadalajara, Universidad de Guadalajara, Universidad de Guadalajara and Universidad de Guadalajara
Downloads 19 (1,459,862)

Abstract:

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R¨ossler Phase Portrait, artificial intelligence, Machine Learning
Classification, topological data analysis, Dynamical System