2025_1_125 - Hybrid Ml Models To Study Air Transport Delay Propagation - Dow206

Offer DescriptionThe goals of the contract are to:Develop a data-based model able to extract relationships between exogenous and endogenous delays and factors, and establish causal links.Develop an ML-based model to predict delay appearance and propagation.Apply these two models to analysing mobility in the Balearics.Implement an open-source environment for sharing the developed methods and tools.PI: Dr. José Javier Ramasco SukiaFunding body: Ministerio de Ciencia e Innovación (MICINN)Institution: Universitat de les Illes Balears (UIB) / University of the Balearic Islands (UIB)RequirementsResearch Field: Physics » Statistical physicsEducation Level: Bachelor Degree or equivalentSkills/Qualifications:A Degree in Physics.Specific Requirements:Knowledge of multi-agent simulator systems.Programming skills.Prior experience:Experience in physical system modelling.Years of Research Experience: 1 - 4Benefits:Gross monthly salary: 1.630,00 €National Social Security Insurance (Public Health Insurance)Planned end date of the tasks subject to the contract: September 30, 2025Eligibility criteria:Curricular merits in the field (max. 40 points).Qualifications in the specialist area (max. 20 points).Video curriculum and, if applicable, personal interview (max. 20 points).Experience in the field (max. 15 points).Other merits (max. +5 points).Eligibility threshold: 60 points.Selection process:In accordance with article 8 of the REGULATORY AGREEMENT 145140 of 15th June 2022 that approves the regulation governing the recruitment of research staff under chapter 6 allocation of the university budget, as well as technical or operational research staff.Selection committee:The relevant Pro-Vice-Chancellor for research (or delegated representative) as chair.The supervisor (or delegated representative).The members of the Research Area Assessment Committee (CARAI).One or more expert members in the topic pertaining to the recruitment and chosen by the chair of the committee, where applicable.The head of FORHU (or delegated representative), as secretary, who may speak but not vote.Work Location(s): Universitat de les Illes Balears (UIB) / University of the Balearic Islands (UIB), Palma, Illes Balears, SpainContact: ******: EXPIRED#J-18808-Ljbffr