DIFFICE_jax
Inverse Problems:
Isotropic viscosity inversion
Anisotropic viscosity inversion
Extended-PINNs:
Why we need XPINNs
Loss function for XPINNs
Tutorial:
Overview
Forward problem setup
File descriptions
Results
Training Data:
Data source
Data Format
Real-data Examples:
Overview
Isotropic case via PINNs
Isotropic case via XPINNs
Anisotropic case via PINNs
Ansotropic case via XPINNs
Code Quickview:
Data processing
Equations and conditions
PINNs and XPINNs models
Optimization methods
DIFFICE_jax
Index
Index