Research
PhD Theses
2025
Novel P-Spline-based Approaches for Curve and Derivative Estimation in Longitudinal Growth Studies
Name: Hernández, Alejandra
Thesis advisor(s): Lee, Dae-Jin (IE University) & Rodríguez Álvarez, María Xosé (Universidade de Vigo)
University: University of the Basque Country (UPV/EHU)
Joint modeling with beta-binomial distribution for patient-reported outcomes and survival data
Name: Galán, Cristina
Thesis advisor(s): Lee, Dae-Jin (IE University) & Najera Zuloaga, Josu (EHU)
University: University of the Basque Country (UPV/EHU)
Topics in harmonic analysis related to Rubio de Francia square functions and directional singular integrals
Name: Florez, Mikel
Thesis advisor(s): Parissis, Ioannis (EHU) & Roncal, Luz (BCAM & Ikerbasque)
University: University of the Basque Country (UPV/EHU)
Advances in learning using privileged information for supervised classification
Name: Martínez García, Mario
Thesis advisor(s): Inza, Iñaki (EHU) & Lozano, Jose A. (Scientific Director of BCAM)
University: University of the Basque Country (UPV/EHU)
Optimising performance of Hamiltonian Monte Carlo (HMC) in molecular simulation and computational statistics
Name: Nagar, Lorenzo
Thesis advisor(s): Akhmatskaya, Elena (BCAM & Ikerbasque) & Sanz-Serna, Jesús María (Universidad Carlos III)
University: University of the Basque Country (UPV/EHU)
Adapting to Marginal Distribution Shifts in Supervised Learning: A Double-Weighting Approach
Name: Segovia, Jose
Thesis advisor(s): Mazuelas, Santiago (BCAM & Ikerbasque)
University: University of the Basque Country (UPV/EHU)
Within-host models unravelling the dynamics of dengue reinfections
Name: Anam, Vizda
Thesis advisor(s): Aguiar, Maira (BCAM & Ikerbasque) & Akhmatskaya, Elena (BCAM & Ikerbasque)
University: University of the Basque Country (UPV/EHU)
Name: Rajain, Kanika
Thesis advisor(s): Barton, Michael (BCAM & Ikerbasque)
University: University of the Basque Country (UPV/EHU)
Displacement processes with random shifting and their applications
Name: Dahlenburg, Marcus
Thesis advisor(s): Metzler, Ralf (University of Potsdam) & Pagnini, Gianni (BCAM)
University: University of the Basque Country (UPV/EHU) & University of Potsdam
The arc-Floer conjecture and the embedded Nash problem in singular spaces
Name: de la Bodega, Javier
Thesis advisor(s): Fernández de Bobadilla, Javier (BCAM & Ikerbasque) & Budur, Nero (KU Leuven))
University: University of the Basque Country (UPV/EHU) & KU Leuven
2024
Quantifying the impact of COVID-19 non-pharmaceutical interventions and vaccination using mathematical modeling and cost-effectiveness analysis
Name: Estadilla, Carlo
Thesis advisor(s): Aguiar, Maira (BCAM & Ikerbasque) & Mar, Javier (Biogipuzkoa Institute)
University: University of the Basque Country (UPV/EHU)
Identifying quantum hamiltonians in the presence of electric interactions. An analytic approach
Name: Cañizares, Manuel
Thesis advisor(s): Caro, Pedro (BCAM & Ikerbasque)
University: University of the Basque Country (UPV/EHU)
A mathematical, computational and experimental study of neuronal excitability
Name: Girier, Guillaume
Thesis advisor(s): Rodrigues, Serafim (BCAM & Ikerbasque)
University: University of the Basque Country (UPV/EHU)
Tackling the development of hormone therapy resistance in breast cancer through mathematical modelling
Name: Parga Pazos, Martin
Thesis advisor(s): Akhmatskaya, Elena (BCAM & Ikerbasque) & Vivanco Ruiz, María del Mar (CIC bioGUNE)
University: University of the Basque Country (UPV/EHU)
Name: Zreik, Mahdi
Thesis advisor(s): Bruneau, Vincent (UB) & Vega, Luis (BCAM-UPV/EHU)
University: University of the Basque Country (UPV/EHU) & Institute of Mathematics of Bordeaux (IMB)
Unsupervised learning approaches for disease progression modeling
Name: Zaballa, Onintze
Thesis advisor(s): Pérez, Aritz (BCAM) and Lozano, Jose A. (BCAM)
University: University of the Basque Country (UPV/EHU)
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
From habitat to management: a simulation framework for improving statistical methods in fisheries science
Name: Citores Martinez, Leire
Thesis advisor(s): Lee, Dae-Jin (BCAM)
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)
2018
Application of machine learning techniques to weather forecasting
Name: Rozas Larraondo, Pablo
Thesis advisor(s): Lozano, José A. (UPV/EHU), Inza Cano, Iñaki
University: University of the Basque Country (UPV/EHU)
Singularities in Geometry and Topology
Name: Romano, Agustin
Thesis advisor(s): Fernández de Bobadilla, Javier
University: Universidad Nacional Autónoma de México (UNAM)