ECCOMAS 2022

8/6/22    14:00 - 16:00
Deep Learning in Scientific Computing II  
Minisymposium organized by Manuel Jesus Castro Diaz, Siddharta Mishra and David Pardo
Room: Lounge A2
MS110B
Chair: Manuel J. Castro
CoChair: David Pardo
Geosteering using Deep Learning
Mostafa Shahriari, David Pardo and Jon Ander Rivera

Learning Operators via Mesh-Informed Neural Networks
Nicola R. Franco, Andrea Manzoni and Paolo Zunino

Can deep learning diagnose neurodegenerative diseases with retinal ganglion cell layer?
Alberto Montolío, José Cegoñino, Elena Garcia-Martin and Amaya Pérez del Palomar

Enhanced Bayesian model updating for structural health monitoring via deep learning
Matteo Torzoni, Andrea Manzoni and Stefano Mariani

Damage detection in bridge structures using an unsupervised Deep Autoencoder
Ana Fernandez-Navamuel, Diego Zamora-Sánchez, David Garcia-Sánchez, Filipe Magalhaes and David Pardo

Deep learning methods for liquid crystal driven transformation optics
Jamie M. Taylor, Guilhem Poy, Miha Ravnik and Arghir Zarnescu