MS018D Computational Methods for Inverse Problems IV
MS Corresponding Organizer: Prof. Dan Givoli (Technion - Israel Institute of Technology)
Chaired by:
Prof. Haim Waisman (Columbia University , United States) , Prof. Dan Givoli (Technion - Israel Institute of Technology , Israel)
Prof. Haim Waisman (Columbia University , United States) , Prof. Dan Givoli (Technion - Israel Institute of Technology , Israel)
Scheduled presentations:
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Acoustic scattering off a cylinder: surrogate modeling and inversion via physics-informed neural networks
S. Razi, D. Amini, Y. Chen, A. Amirkhizi, A. Louhghalam, M. Tootkaboni* -
Graph Neural Networks for Stress Prediction in Structural Design
J. Ribeiro*, B. Ribeiro, S. Tavares, F. Ahmed -
ViTO: Vision Transformer Operator
O. Ovadia*, A. Kahana, P. Stinis, E. Turkel, D. Givoli, G. Karniadakis -
Semi-mechanistic Prediction of Residence Time and Mixing Dynamics using a Machine Learning-based Convection-Diffusion Model
A. D, U. Patil, E. Olofsson, J. Hattel, R. Ramachandran* -
Neural Fields for Inversion Problems
J. Torben*, A. Brostrøm -
Automotive motor rotor design synthesis using conditional Wasserstein Generative Adversarial Networks with gradient penalty and distortion penalty
N. Kato*, K. Suzuki, Y. kondo, K. Suzuki, K. Yonekura