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ALMA MATER STUDIORUM - UNIVERSITÀ DI BOLOGNA, Dipartimento di Ingegneria Industriale, cerca un ricercatore per lo sviluppo incrementale di FlowAI, uno strumento software di simulazione emodinamica dell'aorta che combina intelligenza artificiale e CFD, partendo da immagini CT.
Il progetto prevede reti U-Net per ricostruire geometrie, moduli per simulare impiant o di stent e un'interfaccia grafica multipiattaforma per guidare l'intero flusso di lavoro, dall segmentation ai risultati, con
ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI INGEGNERIA INDUSTRIALE
Organisation/Company ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI INGEGNERIA INDUSTRIALE Research Field Computer science » Modelling tools Engineering » Simulation engineering Researcher Profile Recognised Researcher (R2) Leading Researcher (R4) First Stage Researcher (R1) Established Researcher (R3) Application Deadline 2 Nov 2026 - 23:59 (UTC) Country Italy Type of Contract To be defined Job Status Not Applicable Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No
The project concerns the incremental development of FlowAI, a software tool for hemodynamic simulation of the aorta that combines artificial intelligence and computational fluid dynamics (CFD). Starting from CT images, U-Net neural networks automatically reconstruct the geometry of the vessel, the thrombus and the surrounding anatomical region, producing simulation-ready models. The hemodynamic CFD environment will be extended to different aortic vascular segments and complemented by a new module for simulating stent deployment within the aortic lumen, supporting the planning of endovascular procedures. A cross-platform graphical interface will guide the entire workflow, from segmentation to results analysis, making the tool accessible to non-specialist users. The goal is an integrated platform that reduces the time and expertise needed to obtain patient-specific hemodynamic analyses.
Eligibility of fellows: country/ies of residence:
Eligibility of fellows: nationality/ies:
Number of offers available 1 Company/Institute ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI INGEGNERIA INDUSTRIALE Country Italy