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
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
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
