Research
PhD Theses
2023
On the study of crowdsourced labelled data and annotators: beyond noisy labels.
Name: Beñaran, Iker
Thesis advisor(s): Pérez, Aritz (BCAM) and Hernández, Jesús (University of Girona)
University: Universidad del País Vasco (UPV/EHU)
Supervised Learning in Time-dependent Environments with Performance Guarantees
Name: Álvarez Castro, Verónica
Thesis advisor(s): Mazuelas, Santiago (BCAM) & Lozano, José A. (BCAM)
University: Universidad del País Vasco (UPV/EHU)
Spatio-temporal modelling of high-throughput phenotypic data
Name: Pérez Valencia, Diana Marcela
Thesis advisor(s): Rodríguez, María Xosé (University of Vigo) & van Eeuwijk, Fred A. (Wageningen University & Research, The Netherlands)
University: University of the Basque Country (UPV/EHU)
Easy-to-implement hp-adaptivity for multi-physics problems
Name: Caro Gutierrez, Felipe Vinicio
Thesis advisor(s): Pardo, David (BCAM - UPV/EHU Ikerbasque Research Professor) & Alberdi, Elisabete (University of the Basque Country - UPV/EHU)
University: University of Basque Country (UPV/EHU)
2022
Advances in Streaming Novelty Detection
Name: Carreño, Ander
Thesis advisor(s): Lozano, Jose A. (BCAM)
University: University of Basque Country (UPV/EHU)
Spectral analysis of Dirac operators on bounded domains.
Name: Benhellal, Baddredine
Thesis advisor(s): Vega, Luis (BCAM-UPV/EHU)
University: University of Basque Country (UPV/EHU) & University of Bordeaux (UB)
Various results concerning homogenisation of nematic liquid crystals
Name: Cerca, Razvan
Thesis advisor(s): Zarnescu, Arghir Dani (Ikerbasque Research Professor) & Varvaruca, Eugen (University Alexandru Ioan Cuza of Iasi, Romania)
University: University of the Basque Country (UPV/EHU)
Deep Learning for Inverting Borehole Resistivity Measurements
Name: Rivera, Jon Ander
Thesis advisor(s): Pardo, David (BCAM, UPV/EHU & Ikerbasque Research Professor)
University: University of the Basque Country (UPV/EHU)
Harmonic Analysis: Cp weights, John--Nirenbger estimates and Hajlasz capacity density conditions
Name: Canto, Javier
Thesis advisor(s): Pérez, Carlos (BCAM, UPV/EHU & Ikerbasque Research Professor)
University: University of Basque Country (UPV/EHU)
Contributions to Time Series Classification: Meta-Learning and Explainability
Name: Abanda, Amaia
Thesis advisor(s): Lozano, José A. (BCAM)
University: University of the Basque Country (UPV/EHU)
2021
Mathematical Models for glioma growh and migration inside the brain
Name: Conte, Martina
Thesis advisor(s): Gerardo-Giorda, Luca
University: University of the Basque Country (UPV/EHU)
Some Contributions to the theory of singularities and their characteristics classes
Name: Pallares, Irma
Thesis advisor(s): Fernández de Bobadilla, Javier
University: University of the Basque Country (UPV/EHU)
Efficient Meta-Heuristics for Spacecraft Trajectory Optimization
Name: Shirazi, Abolfazl
Thesis advisor(s): Lozano, Jose A.
University: University of the Basque Country (UPV/EHU)
Algorithms for large orienteering problems
Name: Kobeaga, Gorka
Thesis advisor(s): Lozano, Jose A.
University: University of the Basque Country (UPV/EHU)
2020
Topics in Harmonic Analysis; Commutators and directional singular Integrals
Name: Accomazzo Scotti, Natalia
Thesis advisor(s): Parissis, Ioannis and Pérez, Carlos
University: University of the Basque Country (UPV/EHU)
Pseudospectral methods for the fractional laplacian on R
Name: Cayama, Jorge
Thesis advisor(s): De la Hoz, Francisco and Cuesta, Carlota
University: University of the Basque Country (UPV/EHU)
Advances on time series analysis using elastic measures of similarity
Name: Oregui, Izaskun
Thesis advisor(s): Perez, Aritz
University: University of the Basque Country (UPV/EHU)
A general framework for prediction in generalized additive models
Name: Carballo González, Alba
Thesis advisor(s): Lee, Dae-Jin and Durbán, María Luz
University: Universidad Carlos III de Madrid (UC3M)
The random diffusivity approach for diffusion in heterogeneous systems
Name: Spossini, Vittoria
Thesis advisor(s): Pagnini, Gianni
University: Postdam University
Generalized Poincaré-Sobolev Inequalities
Name: Martinez, javier
Thesis advisor(s): Pérez, Carlos
University: University of the Basque Country (UPV/EHU)
Finite Element Simulations: Computations and Applications to Aerodynamics and biomedicine
Name: Leoni, Massimiliano
Thesis advisor(s): Jansson, Johan
University: University of the Basque Country (UPV/EHU)
A Geometric and Physical study of Riemann,s non-diferentiable function
Name: Eceizabarrena, Daniel
Thesis advisor(s): Vega, Luis
University: University of the Basque Country (UPV/EHU)
Vortex Filament Equation for some regular polygonal curves
Name: Kumar, Sandeep
Thesis advisor(s): Vega, Luis
University: University of the Basque Country (UPV/EHU)
High Performance Scientific Computing in Applications with direct finite element simulation
Name: Krishnasamy, Ezhilmathi
Thesis advisor(s): Jansson, Johan
University: University of the Basque Country (UPV/EHU)
The Schrödinger equation and uncertainty principles
Name: Aguirre, Mikel
Thesis advisor(s): Vega, Luis
University: University of the Basque Country (UPV/EHU)
2019
Advanced Mathematical Modelling of Pancreatic β-Cells
Name: Marinelli, Isabela
Thesis advisor(s): Gerardo Giorda, Luca (Austrian Academy of Sciences)
University: University of the Basque Country (UPV/EHU)
Name: Roure, Eduardo
Thesis advisor(s): Pérez, Carlos and Carro, María Jesús
University: Universitat Autònoma de Barcelona (UAB)
Advanced Mathematical Modelling of Pancreatic β-Cells
Name: Marinelli, Isabela
Thesis advisor(s): Gerardo-Giorda, Luca and Bertram, Richard
University: University of the Basque Country (UPV/EHU)
Moderately Discontinuous Algebraic Topology for Metric Subanalytic Germs
Name: Heinze, Sonja
Thesis advisor(s): Fernández de Bobadilla, Javier and Pe Pereira, María
University: Autonomus University of Madrid (UAM)
Equilibrium and Transport Properties of Quantum Many-Body Systems
Name: Ratsimanetrimanana, Antsa
Thesis advisor(s): Bru, Jean-Bernard
University: University of the Basque Country (UPV/EHU)
Front Propagation in Random Media
Name: Trucchia, Andrea
Thesis advisor(s): Pagnini, Gianni
University: University of the Basque Country (UPV/EHU)
Análisis de Fourier en el toro infinito-dimensional
Name: Fernandez, Emilio
Thesis advisor(s): Roncal, Luz and Ciaurri Ramírez, Oscar
University: University of La Rioja (UNIR)
Stochastic processes for anomalous diffusion
Name: Molina García, Daniel
Thesis advisor(s): Pagnini, Gianni
University: University of the Basque Country (UPV/EHU)
Asymptotic behaviour of some nonlocal equations in mathematical biology and kinetic theory
Name: Yoldas, Havva
Thesis advisor(s): Cañizo Rincón, José Alfredo
University: University of Granada (UGR)
Explicit-in-Time Variational Formulations for Goal-Oriented Adaptivity
Name: Muñoz Matute, Judith
Thesis advisor(s): Pardo, David and Alberdi, Elisabete
University: University of the Basque Country (UPV/EHU)
Snapshots location for Reduced Order Models: An approach based on Proper Orthogonal Decomposition and Mesh Adaptivity Techniques
Name: Bidaguren, Iñigo
Thesis advisor(s): Blanco, Jesus María and Remaki, Lakhdar
University: University of the Basque Country (UPV/EHU)
Patient-specific modelling of cortical spreading depression applied to migraine studies
Name: Kroos, Julia Maria
Thesis advisor(s): Gerardo-Giorda, Luca
University: University of the Basque Country (UPV/EHU)
K-means for massive data
Name: Capó, Marco
Thesis advisor(s): Lozano, Jose A. and Pérez, Aritz
University: University of the Basque Country (UPV/EHU)
Computational predictive modeling of integrated cerebral metabolism, electrophysiology and hemodynamics
Name: Capo, Gabriela
Thesis advisor(s): Gerardo-Giorda, Luca and Calvetti, Daniela
University: University of the Basque Country (UPV/EHU)
2018
Theoretical and Methodological Advances in semi-supervised learning and the class-imbalance problem
Name: Ortigosa Hernández, Jonathan
Thesis advisor(s): Lozano, Jose A.
University: University of the Basque Country (UPV/EHU)
Monodromies as Têtê-à-Têtê graphs
Name: Portilla, Pablo
Thesis advisor(s): Fernández de Bobadilla, Javier
University: Universidad Complutense de Madrid (UCM)
Intersection Cohomology with torus actions of complexity one and intersection space complexes
Name: Agustín Vicente, Marta
Thesis advisor(s): Fernández de Bobadilla, Javier
University: Universidad Autónoma de Madrid (UAM)
Measure-valued weak solutions for some kinetic equations with singular kernels for quantum particles
Name: Cortés, Enrique
Thesis advisor(s): Escobedo, Miguel
University: University of the Basque Country (UPV/EHU)
Fast One-dimensional Finite Element Approximation of Geophysical Measurements
Name: Shahriyari, Mostafa
Thesis advisor(s): Pardo, David and Bakr, Shaaban A.
University: University of the Basque Country (UPV/EHU)
Refined Isogeometric Analysis: A Solver-Based Discretization Method
Name: Garcia Lozano, Daniel
Thesis advisor(s): Pardo, David and Calo, Victor M.
University: University of the Basque Country (UPV/EHU)
Probabilistic Modelling of Classical and Quantum Systems
Name: Rusconi, Simone
Thesis advisor(s): Akhmatskaya, Elena and Sokolovski, Dimitri
University: University of the Basque Country (UPV/EHU)
Adapting Hybrid Monte Carlo methods for solving complex problems in life and materials sciences
Name: Fernandez, Mario
Thesis advisor(s): Akhmatskaya, Elena
University: University of the Basque Country (UPV/EHU)
Modeling of birth-death and diffusion processes in biological complex environments
Name: Vitali, Silvia
Thesis advisor(s): Pagnini, Gianni; Castillani, Gastone and Arcelli, Silvia
University: University of Bologna
Existence of “d-wave” Pairs and Density Waves in a Class of Microscopic Models for High Transition Temperature Superconductors
Name: Delgado De Pasquale, Antonio
Thesis advisor(s): Bru, Jean-Bernard and de Siqueira Pedra, Walter
University: University of São Paulo (USP)
On Adomian Based Numerical Schemes for Euler and Navier-Stokes Equations, and Application to Aeroacoustic Propagation
Name: Garcia, Imanol
Thesis advisor(s): Remaki, Lakhdar and Vega, Luis
University: University of the Basque Country (UPV/EHU)
Quantitative weighted estimates for singular integrals and commutators
Name: Rivera Rios, Israel Pablo
Thesis advisor(s): Pérez, Carlos
University: University of the Basque Country (UPV/EHU)
2017
Singular Perturbation of the Dirac Hamiltonian
Name: Pizzichillo, Fabio
Thesis advisor(s): Vega, Luis
University: University of the Basque Country (UPV/EHU)
Hierarchical modelling of patient-reported outcomes data based on the beta-binomial distribution
Name: Najera, Josu
Thesis advisor(s): Lee, Dae-Jin and Arostegui, Inma
University: University of the Basque Country (UPV/EHU)
Goal-Oriented Adaptivity using Unconventional Error Representations
Name: Darrigrand, Vincent
Thesis advisor(s): Pardo, David and Barucq, Hélène
University: University of the Basque Country (UPV/EHU)
2016
On the controllability of Partial Differential Equations involving non-local terms and singular potentials
Name: Biccari, Umberto
Thesis advisor(s): Zuazua, Enrique
University: University of the Basque Country (UPV/EHU)
Enhancing Sampling in Computational StatisticsUsing Modified Hamiltonians
Name: Radivojevic, Tijana
Thesis advisor(s): Akhmatskaya, Elena and Scalas, Enrico
University: University of the Basque Country (UPV/EHU)
Pseudospectral methods and numerical continuation for the analysis of structured population models
Name: Sanchez, Julia
Thesis advisor(s): Getto, Philipp
University: University of the Basque Country (UPV/EHU)
2015
Hp-Adaptive Simulation and Inversion of Magnetotelluric Measurements
Name: Alvarez, Julen
Thesis advisor(s): Pardo, David and Barucq, Hélène
University: University of the Basque Country (UPV/EHU)
2014
Resource Allocation in Systems with time-varying capacity
Name: Erauskin, Martin
Thesis advisor(s): Ayesta, Urtzi
University: University of the Basque Country (UPV/EHU)
About the controlability of some equations in Cardiology, Biology, Fluid Mechanics, and Viscoelasticity
Name: Chaves-Silva, Felipe W.
Thesis advisor(s): Zuazua, Enrique
University: University of the Basque Country (UPV/EHU)
Large-time behavior of some numerical schemes: application to the sonic-boom phenomenon
Name: Pozo, Alejandro
Thesis advisor(s): Zuazua, Enrique
University: University of the Basque Country (UPV/EHU)
Name: Álvarez Castro, Verónica
Thesis advisor(s): Mazuelas, Santiago (BCAM) and Lozano, Jose A. (BCAM)
University: Universidad del País Vasco (UPV/EHU)