Research Interests
Nondestructive sensing and material characterization.
Physics-informed neural network (PINN) for electromagnetic (EM) wave propagation.
Radar wave inversion for subsurface material characterization.
Optimization and Bayesian inference for parameter estimation.
Nondestructive RADAR sensing of subsurface materials
EM wave propagation.mp4Simplified radar modeling using Bayesian-optimized FDTD for rapid subsurface sensing
Task-1.mp4Model-updating based wave inversion for subsurface property estimation
Task-2.mp4Physics-informed neural networks (PINN) for retrieving continuous subsurface profile