Article Versions Notes

Fatima SI, Shah WH, Mirza HR, Ramírez CGM, López JHG, Gilardi-Velázquez HE, Jaimes Reátegui R, Huerta-Cuellar G. Topological Machine Learning Framework for Phase Portrait Classification of Nonlinear Dynamical Systems. Mathematics. 2026; 14(11):1939. https://doi.org/10.3390/math14111939

Fatima, Syeda Irfa, Waqar Hussain Shah, Hasan Raza Mirza, Cinthia Guadalupe Mata Ramírez, Juan Hugo García López, Héctor Eduardo Gilardi-Velázquez, Rider Jaimes Reátegui, and Guillermo Huerta-Cuellar. 2026. "Topological Machine Learning Framework for Phase Portrait Classification of Nonlinear Dynamical Systems" Mathematics 14, no. 11: 1939. https://doi.org/10.3390/math14111939

Fatima, S. I., Shah, W. H., Mirza, H. R., Ramírez, C. G. M., López, J. H. G., Gilardi-Velázquez, H. E., Jaimes Reátegui, R., & Huerta-Cuellar, G. (2026). Topological Machine Learning Framework for Phase Portrait Classification of Nonlinear Dynamical Systems. Mathematics, 14(11), 1939. https://doi.org/10.3390/math14111939