AI/ML in Maritime Workshop
Artificial Intelligence (AI) and Machine Learning (ML) are rapidly transforming the maritime industry, particularly in the areas of design and operations. While their adoption in maritime applications is still emerging, interest from academia and industry continues to grow significantly. This workshop will delve into the evolving role of AI/ML in maritime innovation, ranging from generative AI for novel ship designs to simulation AI for accelerating engineering analyses. Topics could include knowledge-informed and physics-based AI approaches, as well as the critical role of data in enabling these technologies. Through a series of presentations by the Panelists, the workshop aims to showcase the latest advancements and practical applications of AI/ML in shipbuilding and design, offshore and marine operations, and broader maritime systems. This workshop is a presentation-only event; no written papers are included.
Dr. Namwoo Kang
CEO, Narnia Labs
Professor, Korea Advanced Institute of Science & Technology (KAIST)
Presentation Title: AI Transformation for Engineering Design: From Generative AI to Agentic AI
Biography: Dr Namwoo Kang is the CEO of Narnia Labs and an Associate Professor at Korea Advanced Institute of Science & Technology (KAIST). He previously worked as a Research Engineer at Hyundai Motor Company. He received his Ph.D. in Design Science from the University of Michigan. He also earned an M.S. in Technology Management and a B.S. in Mechanical and Aerospace Engineering from Seoul National University. His research focuses on Agentic AI-driven engineering design through the integration of physics and data. His research interests include generative design, data-driven design, machine learning, deep learning, design optimization, topology optimization, CAD, CAM, CAE, and HCI.
Dr. Xiuju (Flora) Fu
Director of Maritime AI Research Programme, Senior Principal Scientist
Agency for Science, Technology and Research (Singapore)
Title:Presentation Title: Harnessing AI to Transform Maritime Shipping: Innovations, Impact, and the Road Ahead
Biography: Dr Xiuju Fu is the Director of the Maritime AI Research Programme and Group Manager under Systems Science Department at Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) in Singapore. With expertise in AI, big data intelligence, simulation, and optimization techniques, she focuses on advancing complex system management and enhancement. Recognized for her contributions, she was honored as an SMI Fellow in 2023. Currently, she spearheads the Maritime AI Research Programme in Singapore, driving research and development initiatives in maritime data excellence, AI modeling excellence, maritime AI computing, and application excellence. Her efforts aim to foster the development and application of big data and AI in the maritime industry.