I am working on machine learning methods for trajectory classification under anomalous diffusion processes and on multidimensional nonlinear phenomena in optics.
S.B. Ivars, Y.V. Kartashov, L. Torner, J.A. Conejero, and C. Milián. Reversible self-replication of spatiotemporal Kerr cavity patterns. Phys. Rev. Lett. 126, 063903 (2021). doi:10.3390/sym12111879
Reversible self-replication of spatiotemporal Kerr cavity patterns. Phys. Rev. Lett. (2021).
2. Muñoz-Gil, G., Volpe, G., Garcia-March, M.A. et al.Objective comparison of methods to decode anomalous diffusion. Nat. Commun.12, 6253 (2021). doi:10.1038/s41467-021-26320-w
Objective comparison of methods to decode anomalous diffusion. Nat. Commun. (2023).
3. O. Garibo-i-Orts, A. Baeza, M.A. Garcia-March, J.A. Conejero. Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories. J. Phys. A: Math. Theor. (2021). https://doi.org/10.1088/1751-8121/ac3707
4. P. Parra-Rivas, S. Hetzel, Y. Kartashov, P. Fernandez de Cordoba, J.A. Conejero, A. Aceves, and C. Milian-Enrique. Quartic Kerr cavity combs: Bright and dark solitons. Opt. Lett. 47, 2438-2441 (2022). https://opg.optica.org/ol/abstract.cfm?URI=ol-47-10-2438
5. N. Firbas, Ò. Garibo-i-Orts, M.A. Garcia-March, and J.A. Conejero. Characterization of anomalous diffusion through convolutional transformers. J. Phys. A: Math. Theor.56 014001 (2023). doi:10.1088/1751-8121/acafb3
Dynamics of vortices in a Bose-Einstein condensate: Analytical equations of the trajectories of phase singularities. (2023)
See also: See also: S.B. Ivars, Y.V. Kartashov, P. Fernández de Córdoba, J.A. Conejero, Ll. Torner, and C. Milián. Photonic snake states. Optics & Photonic news. December (2023).
