• Fast Simulation of 2.5D LWD Resistivity Tools 

  Rodríguez-Rozas, A.; Pardo, D.; Torres-Verdín, C. (2017-06)

  As a first step towards the fast inversion of geophysical data, in this work we focus on the rapid simulations of 2.5D logging-while-drilling (LWD) borehole resistivity measurements. Given a commercial logging instrument ...

• Exploring Gaps in DeepFool inSearch of More Effective Adversarial Perturbations 

  Vadillo, J.; Santana, R.; Lozano, J.A. (2021)

  Adversarial examples are inputs subtly perturbed to produce a wrong prediction in machine learning models, while remaining perceptually similar to the original input. To find adversarial examples, some attack strategies ...

• Delineation of site‐specific management zones using estimation of distribution algorithms 

  Lozano, J.A.; Velasco, J.; Vicencio, S.; Cid-García, N.M. (2021)

  In this paper, we present a novel methodology to solve the problem of delineating homogeneous site-specific management zones (SSMZ) in agricultural fields. This problem consists of dividing the field into small regions for ...

• 3D hp-Adaptive Finite Element Simulations of Bend, Step, and Magic-T Electromagnetic Waveguide Structures 

  Gomez-Revuelto, I.; Garcia-Castillo, L.E.; Llorente-Romano, S.; Pardo, D. (2014-03)

  Metallic rectangular waveguides are often the preferred choice on telecommunication systems and medical equipment working on the upper microwave and millimeter wave frequency bands due to the simplicity of its geometry, ...

• Surrogate based Global Sensitivity Analysis of ADM1-based Anaerobic Digestion Model 

  Trucchia, A.; Frunzo, L. (2021)

  In order to calibrate the model parameters, Sensitivity Analysis routines are mandatory to rank the parameters by their relevance and fix to nominal values the least influential factors. Despite the high number of works ...

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