Postdoctoral contract for a Doctor in Sciences and/or Engineering

Participation in the European ARGUS project whose objective is to preserve remote cultural heritage by applying cutting-edge monitoring technology, both terrestrial and aerial, and digitalization and artificial intelligence techniques for the identification and early detection of threats. 13 partners participate in this project and there are 5 case studies, from the ancient site on the island of Delos (Greece), to the medieval fortifications of Schenkenberg Castle (Switzerland), passing through the Lucretili Mountains and the Abbey of Sant'Antonio di Ranverso (Italy) and reaching the underground cellars of Baltanás, in the province of Palencia, which constitute the largest complex of underground cellars in Spain, declared an Asset of Cultural Interest for its living ethnological value in all of Europe.
Within this project, the contractor will have to participate in weekly and monthly meetings with the other members of the ARGUS project. You will have to define the necessary requirements for the deployment of the monitoring system. Carrying out tests with the monitoring systems, developed by the research group that the candidate will join, in the case studies, mainly in the case study of the Baltanás wineries. Apply AI techniques to recognize anomalies from the data collected and measured in the project. This will include research on machine learning methods on multivariate (high-dimensional) data for the identification of regions of interest and the segmentation and labeling of regions that require further investigation and data-driven restoration. Through this study, risks related to monuments will be recognized and reported.