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TC 19.1: Thematic Symposium: TC 19 - Structural integrity by means of data-driven methods 1
Time:
Monday, 26/Aug/2024:
11:00am - 12:45pm
Session Chair: Andrea Tridello Session Chair: Chao Gao
Location:HALL Zrak (Hall 5)
Presentations
11:00am - 11:15am
THE PROBABILISTIC LINEAR MATCHING METHOD FRAMEWORK FOR RELIABILITY-BASED CREEP FATIGUE ASSESSMENT
Haofeng Chen1,2, Xiaoxiao Wang1, Weiling Luan1
1East China University of Science and Technology, China, People's Republic of; 2University of Strathclyde, UK
11:15am - 11:30am
DEEP LEARNING-BASED APPROACH FOR MEASURING FGA ON VHCF FRACTURE SURFACES
RUJUN LI1,2, Wei Zhang1, Andrea Tridello2, Davide Paolino2, Yan Peng1
1YANSHAN university, People's Republic of China; 2Politecnico di Torino, Italy
11:30am - 11:45am
FLEXING SPLITTED-FREQUENCY INDEXES (FSFI), A NOVEL METHOD & DAMAGE CHARACTERIZATION FOR 1-D VIBRATION-BASED SHM
Julio C. Gomez-Mancilla
INSTITUTO POLITÉNICO NACIONAL, IPN, Mexico
11:45am - 12:00pm
Preliminary study of tuning mechanical response of nonuniform triangular lattice material via graph neural networks
Giuseppe Bonfanti1,2, Federica Buccino1, Laura Maria Vergani1, Chao Gao2
1Department of Mechanical Engineering, Politecnico di Milano, Via La Masa 1, 20156 Milano, Italy; 2Department of mechanical and industrial engineering, Norwegian University of Science and Technology, Richard Birkelands vei 2B, 7491 Trondheim, Norway
12:00pm - 12:15pm
Determination of Strain-Stress curves and related material properties through Genetic Artificial Intelligence
Marcello Laurenti, Pietro Foti, Jacopo Tirillo', Filippo Berto
La Sapienza University of Rome, Italy
12:15pm - 12:30pm
Application of artificial intelligence in the evaluation of NDT imaging
Benedek Kulcsár, Judit Dudra, Zsombor Zsíros, Péter Margitai, Márton Pataki, Szabolcs Szávai
Bay Zoltán Nonprofit Ltd. for Applied Research, Hungary
