On the topography of the cost functional in linear and nonlinear inverse problems JL Fernandez Martinez, MZ Fernandez Muniz, MJ Tompkins Geophysics 77 (1), W1-W15, 2012 | 108 | 2012 |

Hard-rock stability analysis for span design in entry-type excavations with learning classifiers E García-Gonzalo, Z Fernández-Muñiz, PJ Garcia Nieto, ... Materials 9 (7), 531, 2016 | 93 | 2016 |

From Bayes to Tarantola: new insights to understand uncertainty in inverse problems JL Fernández-Martínez, Z Fernández-Muñiz, JLG Pallero, ... Journal of Applied Geophysics 98, 62-72, 2013 | 90 | 2013 |

Detection of breast cancer using infrared thermography and deep neural networks FJ Fernández-Ovies, E Santiago Alférez-Baquero, EJ de Andrés-Galiana, ... Bioinformatics and Biomedical Engineering: 7th International Work-Conference …, 2019 | 54 | 2019 |

The effect of noise and Tikhonov's regularization in inverse problems. Part I: The linear case JL Fernández-Martínez, JLG Pallero, Z Fernández-Muñiz, ... Journal of Applied Geophysics 108, 176-185, 2014 | 51 | 2014 |

The effect of noise and Tikhonov’s regularization in inverse problems. Part II: The nonlinear case JL Fernández-Martínez, JLG Pallero, Z Fernández-Muñiz, ... Journal of Applied Geophysics 108, 186-193, 2014 | 48 | 2014 |

Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques JL Fernández-Martínez, T Mukerji, E García-Gonzalo, Z Fernández-Muñiz Mathematical and Computer Modelling 54 (11-12), 2889-2899, 2011 | 31 | 2011 |

The curse of dimensionality in inverse problems JL Fernández-Martínez, Z Fernández-Muñiz Journal of Computational and Applied Mathematics 369, 112571, 2020 | 29 | 2020 |

MMP11 expression in intratumoral inflammatory cells in breast cancer N Eiro, S Cid, B Fernández, M Fraile, A Cernea, R Sánchez, ... Histopathology 75 (6), 916-930, 2019 | 28 | 2019 |

GravPSO2D: A Matlab package for 2D gravity inversion in sedimentary basins using the Particle Swarm Optimization algorithm JLG Pallero, JL Fernández-Martínez, Z Fernández-Muñiz, S Bonvalot, ... Computers & Geosciences 146, 104653, 2021 | 23 | 2021 |

Marine electromagnetic inverse solution appraisal and uncertainty using model‐derived basis functions and sparse geometric sampling MJ Tompkins, JLF Martínez, ZF Muniz Geophysical Prospecting 59 (Modelling Methods for Geophysical Imaging …, 2011 | 22 | 2011 |

Sampling defective pathways in phenotype prediction problems via the Holdout sampler JL Fernández-Martínez, A Cernea, EJ deAndrés-Galiana, ... Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018 | 19 | 2018 |

Sampling defective pathways in phenotype prediction problems via the Fisher’s ratio sampler A Cernea, JL Fernández-Martínez, EJ deAndrés-Galiana, ... Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018 | 19 | 2018 |

Predicting changes in induced seismicity on the basis of estimated rock mass energy states P Banka, A Chmiela, M Menéndez-Fernández, Z Fernández-Muñiz, ... international Journal of Rock Mechanics & Mining Sciences 95, 79-86, 2017 | 18 | 2017 |

How to design a powerful family of particle swarm optimizers for inverse modelling JL Fernandez Martinez, E Garcia Gonzalo, Z Fernandez Muniz, T Mukerji Transactions of the Institute of Measurement and Control 34 (6), 705-719, 2012 | 18 | 2012 |

Data kit inversion and uncertainty analysis Z Fernández-Muñiz, H Khaniani, JL Fernández-Martínez Journal of Applied Geophysics 161, 228-238, 2019 | 17 | 2019 |

Anomaly shape inversion via model reduction and PSO Z Fernández-Muñiz, JLG Pallero, JL Fernández-Martínez Computers & geosciences 140, 104492, 2020 | 16 | 2020 |

Comparison of sparse‐grid geometric and random sampling methods in nonlinear inverse solution uncertainty estimation MJ Tompkins, JLF Martínez, ZF Muñiz Geophysical Prospecting 61 (1), 28-41, 2013 | 15 | 2013 |

The uncertainty analysis in linear and nonlinear regression revisited: application to concrete strength estimation FM Juan Luis, FM Zulima, B Denys Inverse Problems in Science and Engineering 27 (12), 1740-1764, 2019 | 14 | 2019 |

Linear geophysical inversion via the discrete cosine pseudo‐inverse: application to potential fields JL Fernández‐Martínez, Z Fernández‐Muñiz, JLG Pallero, S Bonvalot Geophysical Prospecting 65, 94-111, 2017 | 14 | 2017 |