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based on Artificial Intelligence, Machine Learning and Data Science for the modelling, analysis and interpretation of complex biomedical systems. Research activities will include the design and validation
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-of-the-art in failure propagation analysis and safety assessment of complex systems. In particular, it will investigate extensions of existing formalisms to deal with aspects such as the timing of fault
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of computational algorithms for the analysis of complex and high-dimensional data. Required teaching duties: The appointee’s teaching duties will be defined as part of the teaching plan of the Department
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to develop algorithms, metrics, efficient software and visualization tools for the analysis of complex systems with higher-order interactions. The activity will focus on scalable computational methods
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), funded by Autonomous Region of Sardinia (RAS) within the project “Process Analysis in the Sardinia Region” – RICRAS_CTC_MAPPATURA_PROCESSI_2026_SPANO – Agreement between the Autonomous Region of Sardinia
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Dipartimento di Ingegneria dell'Informazione - Università degli studi di Padova | Italy | 3 months ago
to facilitate the analysis of relevant biological patterns and relationships. The final goal is to support researchers and computational biologists in the interpretable analysis of complex biological systems
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. One of the main achievements of the PRP@CERIC project is the installation, at the Elettra premises in collaboration with IOM-CNR and IC CNR, a cryo-EM facility for single-particle analysis, cryo
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complex environments. Additional responsibilities will include the analysis of computational results, the validation of computational protocols, and support for the scientific activities of the research
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for health assessment, the discovery of biomarkers related to various pathophysiological conditions, the development of innovative diagnostic techniques, and the analysis of complex physiological systems Where
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on the development of innovative tensor network methods to support the design, analysis, and optimization of quantum and quantum-inspired algorithms. Theoretical and computational tools will be developed