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domingo, abril 14, 2024

DIFFUSION PROCESSES & NONLINEAR PHENOMENA IN OPTICS

I am working on machine learning methods for trajectory classification under anomalous diffusion processes and on multidimensional nonlinear phenomena in optics.

  1. 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
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 diffusionNat. Commun. 12, 6253 (2021). doi:10.1038/s41467-021-26320-w

Objective comparison of methods to decode anomalous diffusion
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. FirbasÒ. Garibo-i-OrtsM.A. Garcia-March, and J.A. Conejero. Characterization of anomalous diffusion through convolutional transformers.  J. Phys. A: Math. Theor. 56 014001 doi:10.1088/1751-8121/acafb3

Dynamics of vortices in a Bose-Einstein condensate: Analytical equations of the trajectories of phase singularities. (2023)
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