MATHMODE: Group on Applied Mathematical Modeling, Statistics, and Optimization - GIC 21/004
Supervised theses (22) Theses supervised by group members
2023
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Aplicación de técnicas de aprendizaje automático y optimización a problemas reales en la industria 4.0
PARA FERNANDEZ, JESÚS
Supervised by JAVIER DEL SER LORENTE -
Evolutionary computation for multitask and meta reinforcement learning: new methods and perspectives towards general-purpose Artificial Inteligence
Martínez Quintana, Aritz David
Supervised by JAVIER DEL SER LORENTE -
Intrinsic motivation mechanisms for a better sample efficiency in deep reinforcement learning applied to scenarios with sparse rewards
ANDRÉS FERNÁNDEZ, ALAIN
Supervised by JAVIER DEL SER LORENTE
2022
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On the Design, Implementation and Application of Novel Multi-disciplinary Techniques for explaining Artificial Intelligence Models
Barredo Arrieta, Alejandro
Supervised by JAVIER DEL SER LORENTE -
Damage identification in bridges combining deep learning and computational mechanic
FERNÁNDEZ NAVAMUEL DEL OLMO, ANA
Supervised by DAVID PARDO ZUBIAUR -
Deep Learning for Inverting Borehole Resistivity Measurements
RIVERA GONZALEZ, JON ANDER
Supervised by ELISABETE ALBERDI CELAYA y DAVID PARDO ZUBIAUR
2020
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Flbeia fisheries management simulation model. Definition of new criteria and guidelines for efficient validation of the model using global sensitivity analysis
GARCIA RODRIGUEZ, DORLETA
Supervised by INMACULADA AROSTEGUI MADARIAGA
2019
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Explicit-in-time variational formulations for goal-oriented adaptivity
MUÑOZ MATUTE, JUDIT
Supervised by ELISABETE ALBERDI CELAYA y DAVID PARDO ZUBIAUR -
Euskal Autonomia Erkidegoko kolon eta ondesteko minbiziaren baheketa programan parte-hartzean lehen mailako arretak duen rola
Unanue Arza, Saloa
Supervised by INMACULADA AROSTEGUI MADARIAGA
2018
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Fast one-dimensional finite element approximation of geophysical measurements
SHAHRIARI SHOURABI, MOSTAFA
Supervised by DAVID PARDO ZUBIAUR -
Refined isogeometric analysis: a solver-based discretization method
GARCIA LOZANO, DANIEL ALFONSO
Supervised by DAVID PARDO ZUBIAUR
2017
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Hierarchical modelling of patient-reported outcomes data based on the beta-binomial distribution
Nájera Zuloaga, Josu
Supervised by INMACULADA AROSTEGUI MADARIAGA -
Runge-Kutta metodo inplizitu sinplektikoen inplementazio eraginkorra, eguzki-sistemaren simulaziorako aplikazioarekin
ANTOÑANA OTAÑO, MIKEL
Supervised by JOSEBA MAKAZAGA ODRIA y ANDER MURUA URIA -
Goal-oriented adaptivity using unconventional error representations
DARRIGRAND, VINCENT
Supervised by DAVID PARDO ZUBIAUR
2016
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Model reduction techniques for the fast inversion of Borehole resistivity Measurements
ERDOZAIN OLALLA, ARALAR
Supervised by DAVID PARDO ZUBIAUR -
Validación y reducción de cuestionarios de calidad de vida relacionada con la salud: aplicación de diferentes metodologías
BILBAO GONZALEZ, AMAIA
Supervised by INMACULADA AROSTEGUI MADARIAGA
2015
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Proposal and validation of methodologies for the categorisation of continuous variables in the development of prediction models
Barrio Beraza, Irantzu
Supervised by INMACULADA AROSTEGUI MADARIAGA -
hp-Adaptive simulation and inversion of magnetotelluric measurements
ALVAREZ ARAMBERRI, JULEN
Supervised by DAVID PARDO ZUBIAUR -
Visibility recovery on images acquired in attenuating media. Application to underwater, fog, and mammographic imaging
GALDRAN CABELLO, ADRIAN
Supervised by DAVID PARDO ZUBIAUR y ARTZAI PICON RUIZ
2014
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Resource allocation in systems with time-varying capacity
ERAUSQUIN RODRIGUEZ, MARTIN
Supervised by URTZI AYESTA MORATE y MARIA EVA FERREIRA GARCIA -
Numerical modelling of cold crucible induction melting (ccim)
QUINTANA AZPIAZU, ION
Supervised by DAVID PARDO ZUBIAUR
2007
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Sobre los errores locales y globales de la integración de ecuaciones diferenciales ordinarias mediante métodos de Runge-kuita explícitos
Makazaga Odria, Joseba
Supervised by ANDER MURUA URIA