Solid-state welding and joining

Fusion welding and joining

Laser welding for  SS316, SS304, AF9629, Ti6Al4V, AlSi10Mg, Al5083, In718, pure tungsten, and other refractory metals

Microstructure and common defects characterization

Mechanical properties testing and optimization

Analytical models for temperature field estimation

Mechanical models, including heat transfer and fluid flow, for temperature and velocity fields calculations for different materials

Machine learning for classification and regression analysis

Deep learning: Discriminative deep learning ( MLP, CNN, RNN), Generative deep learning (GAN, AE) , Reinforcement learning 

Advanced manufacturing process defects prediction

Advanced manufacturing process in-situ monitoring data analysis (such as high-speed videos)