Hello! I am a Ph.D. student in the Civil & Environmental Engineering Department at Michigan State University studying under the supervision of Dr. Nizar Lajnef and Dr. Vishnu Boddeti. I received my bachelor’s degree from Wuhan University of Technology in Civil Engineering and a master’s degree from Michigan State University in Civil Engineering.
My research focuses on Structural Health Monitoring and Physics Informed Deep Learning.
UNED: One-shot Uncertainty-aware Neural Experimental Design for Transient PDEs
Neural-VSI: Variational System Identification of Structural Parameter Fields in High-Order PDEs
Estimating Parameter Fields in Multi-Physics PDEs from Scarce Measurements
ParaFIND: Parameter Field Inference on Non-Uniform Domains using Neural Network
Estimating field parameters in multiphysics governing equations from scarce observations
Physics Informed Neural Network for Dynamic Stress Prediction
Neuro-DynaStress: Predicting Dynamic Stress Distributions in Structural Components
NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems
Methods For The Rapid Detection Of Boundary Condition Variations in Structural Systems