Throughout his career, he has made significant contributions to Applied AI,including machine learning, hybrid reasoning, and intelligent systems. Inparticular, he developed a transformative AI-based PHM(prognostic and healthmanagement) technology for smart maintenance of complex systems, which has beenapplied to various industry sectors such as aerospace, railway, and energy, toimprove the reliability and availability of the complex systems.