Du's REsearch on Advanced Manufacturing (DREAM) group focuses on additive manufacturing and welding processes for various metal materials using advanced laser technologies, characterizations, mechanistic models, data analysis, and machine learning (including deep learning) to optimize process parameters, predict defects, control microstructure, design structure, and improve parts’ mechanical properties.