UPM Expresion of Interest MSCA Postdoctoral Fellowship Mathematics 2026
Quantum Information as a resource in Game Theory
Keywords: Quantum Information, Game Theory, Epistemics
Department and Center / Institute: Department of Information Systems
Supervisor: Giannicola Scarpa
Decision support systems for the assessment of Parkinson’s Disease using videoculographic sequences
Keywords: Screening of Parkinson’s; videoculographic signals, eye movements; decisión support systems, artificial intelligence
Department and Center / Institute: Señales, Sistemas y Radiocomunicaciones. ETSI Telecomunicación
Supervisor: Juan Ignacio Godino Llorente
Developing Laser Shock Processing as a method for the mechanical strengthening of laser-assisted additively manufactured components (LSP-AM-STRENGTH)
Keywords: Laser shock waves, materials behaviour; residual stresses; fatigue; corrosion; surface functionalization
Department and Center / Institute: UPM Research Group on Laser Engineering and Applications
Dept. of Applied Physics and Materials Engineering (ETSII-UPM)
Supervisor: José L. Ocaña
Understanding and Applying Generative modelling
Keywords: Machine Learning, Restricted Boltzmann Machine, Unsupervised learning, Statistical Physics, Disordered Systems
Department and Center / Institute: Departamento de Matemática Aplicada a la Ingeniería Industrial
Supervisor: Aurélien Decelle
Interpretable Deep Generative Models for causal inference in health
Keywords: Deep Generative Models; Interpretable Artificial Intelligence; Kolmogorov Arnold Networks; Causal Inference.
Department and Center / Institute: Information Processing and Telecommunications Center (IPTC), ETSI Telecomunicación, Madrid
Supervisor: Juan Parras Moral
AI-driven Non-Invasive Diagnostics for Solid-State Batteries
Keywords: Interpretable Artificial Intelligence, Solid State Batteries, Mathematical Modelling, Few-shot learning, Meta-learning.
Department and Center / Institute: Information Processing and Telecommunications Center (IPTC), ETSI Telecomunicación, Madrid
Supervisor: Juan Parras Moral
Multimodal Artificial intelligence for treatment decision making
Keywords: Biomedical image processing, multimodal AI, generative AI, advanced therapies, lung cancer, breast cancer, brain turmors, cardiovascular diseases and respiratory diseases.
Department and Center / Institute: Biomedical Image Technologies, Department of Electronic Engineering. ETSI Telecomunicación and Center for Information Processing and Telecomunications.
Supervisor: María J. Ledesma Carbayo
Electromagnetic compliance for active implantable medical devices
Keywords: AIMD, EMC, bioelectronics
Department and Center / Institute: Center for Industrial Electronics and Multimodal Systems (CEIMM)
Supervisor: Miguel Jiménez Carrizosa