| Lazaro Alonso Silva Postdoc Model-Data Integration group room: B3 3.28 (Mälzerstraße 5, 07745 Jena) phone: +49 3641 578915 fax: email: lalonso(at)bgc-jena.mpg.de webpage: https://lazarusa.github.io/Webpage/index.html |  |
Research interests | Current Research | Academic background | Publications
Research Interest:
- Machine learning
- Time series analysis
- Climate forecasting
- Complex Systems
- Random Matrix Theory
- Code - Julia- Python - R - Visualization
Current Research:
Academic background:
Max Planck Insitute for the Physics of Complex Systems (2019-2020)
Guest scientist: Finite systems group. Application of neural networks to AMO physics.
Benemérita Universidad Autónoma de Puebla (2016-2018)
Postdoc: Instituto de Física "Ing. Luis Rivera Terrazas". Application of random matrix theory to complex networks.
Universidad de Guadalajara (2012-2016)
PhD. Departamento de Física. Integration over classical groups elements of U(N) and O(N), random matrix theory.
Publication
Peer-reviewed
| Giri, S., Alonso, L., Saalmann, U., Rost, Jan M. (2020). Perspectives for analyzing non-linear photo ionization spectra with deep neural networks trained with synthetic Hamilton matrices. Faraday Discussions, https://doi.org/10.1039/D0FD00117A |
| Alonso, L., Méndez-Bermúdez, J. A., Estrada, E. (2019) Geometrical and spectral study of -skeleton graphs. Phys. Rev. E 100, 062309. |
| Gera, R., Alonso, L., Crawford, B. et al. (2018) Identifying network structure similarity using spectral graph theory. Appl Netw Sci 3, 2. https://doi.org/10.1007/s41109-017-0042-3 |
| Alonso, L., Méndez-Bermúdez, J. A., González-Meléndrez, A., Moreno, Y. Weighted random-geometric and random-rectangular graphs: spectral and eigenfunction properties of the adjacency matrix, Journal of Complex Networks, Volume 6, Issue 5, October 2018, Pages 753–766, https://doi.org/10.1093/comnet/cnx053 |
| Alonso, L., Gorin, T., (2016) J. Phys. A: Math. Theor. 49 145004 |
Conference Contribution
| Gorin, T. Alonso, L., López Vázquez, P. C., (2014) AIP Conference Proceedings 1579, 11; https://doi.org/10.1063/1.4862412 |