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Personal docente e investigador

Fernández Martínez, Juan Luis

Categoría:
Titular de Universidad
Teléfono:
985103199
Correo:
jlfm@uniovi.es

Áreas de interés:

  • Problemas Inversos, Optimización y Aprendizaje.
  • Técnicas de Optimización global.
  • Reducción de la dimensión y quantificación de la incertidumbre
  • Ingeniería del Petróleo y técnicas geofísicas.
  • Ingeniería Biomédica: cáncer y genómica

Publicaciones:

  • Fernández-Martínez, J. L., Fernández-Muñiz, Z., Tompkins, M. J. On the topography of the cost functional in linear and nonlinear inverse problems, 2012, Geophysics, 77,W1-W15. : On the topography of the cost functional in linear and nonlinear inverse problems
  • Tompkins, M.J., Fernández-Martínez, J. L., Fernández Muñiz, Z., Comparison of Sparse-Grid Polynomial and Random Sampling Methods in Inverse Solution Uncertainty Estimation, 2012, Geophysical Prospecting. : Comparison of Sparse-Grid Polynomial and Random Sampling Methods in Inverse Solution Uncertainty Estimation
  • Fernández-Martínez, J. L.; Mukerji, T.; García-Gonzalo, E., Suman, A., Reservoir characterization and inversion uncertainty via a family of Particle Swarm Optimizers, 2012, Geophysics. : Reservoir characterization and inversion uncertainty via a family of Particle Swarm Optimizers,
  • Riss, J, Fernández Martínez, J.L., Sirieix, C., Harmouzi, O., Marache, A., Essahlaoui, A., A methodology for converting old VES to produce new 2D models. Application to the Saïss Basin (Morocco), 2011, Geophysics. : Ver artículo
  • Fernández-Martínez, J. L.; Mukerji, T.; García-Gonzalo, E. & Fernández-Muñiz, Z. Uncertainty assessment for inverse problems in high dimensional spaces using Particle Swarm Optimization and model reduction techniques, 2011, Mathematical and Computer Modelling. : Ver artículo
  • Tompkins, M. J., Fernández-Martínez, J. L., Fernández-Muñiz Z., Marine Electromagnetic Inverse Solution Appraisal and Uncertainty Using Model-Derived Basis Functions and Sparse Geometric Sampling, 2011, Vol. 59-5, pages 947-965, Geophysical Prospecting. Special topic on Modelling Methods for Geophysical Imaging. Trends and Perspectives. doi: 10.1111/j.1365-2478.2011.00955.x. : Ver artículo
  • Tompkins, M. J., Fernández-Martínez, J. L., Alumbaugh, D., Mukerji, T., Scalable Uncertainty Estimation for Nonlinear Inverse Problems Using Parameter Reduction, Constraint Mapping, and Geometric Sampling, 2011, Vol. 76-4, pages F263, Geophysics. doi: 10.1190/1.3581355. : Ver artículo
  • Fernández Martínez J.L, García Gonzalo E. y Véronique Naudet, Particle Swarm Optimization applied to the solving and appraisal of the Streaming Potential inverse problem, 2010, Vol.75-4, pages WA3-WA15. Geophysics. Hydrogeophysics special issue. : Ver artículo
  • Fernández Martínez J.L, García Gonzalo E., Fernández Alvarez J.P., Kuzma H., y Menéndez Pérez C.O., PSO: a powerful algorithm to solve geophysical inverse problems. Application to a 1D-DC resistivity case, 2010, Vol. 71-1, pages 13-15, Journal of Applied Geophysics. : Ver artículo
  • Fernández Martínez J.L, García Gonzalo E., Stochastic stability analysis of the continuous and discrete PSO models, 2011, Vol. 15-3, pages 405-423, IEEE Transactions on evolutionary computation. : Ver artículo