Maria Navarro
Postdoctoral Fellow
mariaisabel.navarrojimenez^+kaust.edu.sa
Research Interests
- Uncertainty quantification: Efficient uncertainty quantification methods. In particular, for systems with correlated inputs and high-dimensional probability spaces.
- Sensitivity analysis: Development of numerical methods to analyze the global sensitivity of the parameters.
- Optimal experimental design to reduce the variance.
Selected Publications
- A. Torres Valderrama, J. Witteveen, M. Navarro, J. Blom, Uncertainty Propagation in Nerve Impulses Through the Action Potential Mechanism, The Journal of Mathematical Neuroscience, 5(3), 2015.
- A. Moreo, M. Navarro, J.L. Castro, J.M. Zurita, A high-performance FAQ retrieval method using minimal differentiator expressions, Knowledge-based System, 36, 9-20, 2012.
- J. L. Castro, M. Navarro, J. M. Sánchez, J. M. Zurita, Loss and gain functions for CBR retrieval, Information Sciences, 179(11): 1738-1750, 2009.
Education Profile
- Phd in Mathematics , University of Granada, Spain, 2011.
- Master in Soft computing and Artificial Intelligence, University of Granada, Spain, 2006.
- Degree in Mathematics, University of Granada, Spain, 2004.
Scientific and Professional Memberships
- Society for Industrial and Applied Mathematics