We create and apply new methods for digital transformation. The IMM Lab is an interdisciplinary research team devoted to developing and applying novel technologies for academic and economic breakthrough in manufacturing industry. Specifically, we develop a host of methods to enable meaningful data achievement from mechanical system, machine learning (ML) based new process or new material development, additively manufactured functional 3D & 4D parts and digital twin (DT) system. We are applying these technologies for highly efficient, functional and safe systems.