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09 June 2022 11:00 - 13:00
Add Advances in SHM guided by artificial intelligence and data fusion I Minisymposium organized by Ilaria Venanzi, Filippo Ubertini and Simon Laflamme |
Room: Nordland (GF) MS102A Chair: Ilaria Venanzi CoChair: Noemi Friedman |
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Advanced deep learning comparisons for non-invasive tunnel lining assessment from ground penetrating radar profiles
Marco Martino Rosso, Giulia Marasco, Leonardo Tanzi, Salvatore Aiello, Angelo Aloisio, Raffaele Cucuzza, Bernardino Chiaia, Giansalvo Cirrincione and Giuseppe Carlo Marano Classification of compromised DOFS data with LSTM neural networks Valeria Usenco and Kaspar Lasn Deep neural networks for unsupervised damage detection on the Z24 bridge Valentina Giglioni, Ilaria Venanzi, Valentina Poggioni, Alina Elena Baia, Alfredo Milani and Filippo Ubertini Enabling supervised learning in structural health monitoring by simulating damaged structure responses through physics based models Luca Rosafalco, Andrea Manzoni, Stefano Mariani and Alberto Corigliano |
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