MS081C Computational Methods for Inverse Problems III
Main Organizer:
Prof.
Dan Givoli
(
Technion - Israel Institute of Technology
, Israel
)
Chaired by:
Prof. Marco Gherlone (Politecnico di Torino , Italy) , Prof. Haim Waisman (Columbia University , United States)
Prof. Marco Gherlone (Politecnico di Torino , Italy) , Prof. Haim Waisman (Columbia University , United States)
Scheduled presentations:
-
Identifying scatterers of arbitrary geometries within complex-shaped 3D structures using machine learning and elastic wave measurements
-
Graph Neural Networks for Full Waveform Inversion
-
Gaussian Mixture Approximations for Nonlinear Confidence Regions in Uncertainty Quantification
-
AI-Driven Inverse Identification Method for Heterogeneous Materials
-
Inverse PINN Identification of Viscosity Ratio in Buckley–Leverett Transport
-
Automatic Discovery of Interpretable Free Thermal Strain Models
