Ph.D. candidate in Bioingegneria E Scienze Medico-chirurgiche , 38th cycle (2022-2025)
Department of Mechanical and Aerospace Engineering (DIMEAS)
Docente esterno e/o collaboratore didattico
Docente esterno e/o collaboratore didattico
Department of Mechanical and Aerospace Engineering (DIMEAS)
Profile
PhD
Research topic
Enhancing fluid dynamics with machine learning
Tutors
Research presentation
Research interests
Biography
Awards and Honors
Teaching
Teachings
Master of Science
- Biomeccanica dei solidi/Biomeccanica dei fluidi (modulo di Biomeccanica dei fluidi). A.A. 2025/26, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Biomeccanica e biodinamica sperimentale/Biomeccanica del sistema cardiovascolare (modulo di Biomeccanica del sistema cardiovascolare). A.A. 2025/26, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Biomeccanica e biodinamica sperimentale/Biomeccanica del sistema cardiovascolare (modulo di Biomeccanica del sistema cardiovascolare). A.A. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Biomeccanica dei solidi/Biomeccanica dei fluidi (modulo di Biomeccanica dei fluidi). A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
Bachelor of Science
- Tecnologie digitali in medicina - Intraprendenti. A.A. 2025/26, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Research groups
Publications
Latest publications View all publications in Porto@Iris
- Griffo, Bianca; Lodi Rizzini, Maurizio; Candreva, Alessandro; Collet, Carlos; Munhoz, ... (2025)
Wall Shear Stress Estimation with Geometric Deep Learning in Diseased Coronary Arteries. In: 30th Congress of the European Society of Biomechanics, Zurich (Switzerland), July 6 - July 9
Contributo in Atti di Convegno (Proceeding) - Griffo, Bianca; Rizzini, Maurizio Lodi; Candreva, Alessandro; Collet, Carlos; Mizukami, ... (2025)
Exploring the association between coronary vascular anatomical features and future myocardial infarction through statistical shape modelling. In: JOURNAL OF BIOMECHANICS, vol. 189, pp. 1-11. ISSN 0021-9290
Contributo su Rivista - Griffo, Bianca; Lodi Rizzini, Maurizio; Candreva, Alessandro; Collet, Carlos; Munhoz, ... (2024)
Deep learning-based coronary arteries wall shear stress estimation from real-world patients. In: XIII Annual Meeting of the Italian Chapter of the European Society of Biomechanics, Pescara, October 3 - 4 2024
Contributo in Atti di Convegno (Proceeding) - Griffo, Bianca; Lodi Rizzini, Maurizio; Gallo, Diego; Candreva, Alessandro; Chiastra, ... (2024)
Generation of a virtual population of coronary arteries through statistical shape modelling. In: 29th Congress of the European Society of Biomechanics, Edinburgh (Scotland), June 30 – July 3, 2024
Contributo in Atti di Convegno (Proceeding) - Griffo, Bianca; Torta, Elena; Caridi, Giuseppe C. A.; Chiastra, Claudio; Morbiducci, ... (2023)
Smartphone-based particle image velocimetry and particle tracking velocimetry for in vitro characterization of cardiovascular flows. In: 49th ESAO-IFAO Congress, Bergamo, August 29 - September 1. ISSN 1724-6040
Contributo in Atti di Convegno (Proceeding)