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The emerging application of machine learning and big data analysis has fundamentally influenced and changed our way of how we think, plan, solve and analyze in engineering. The International Conference on Data Driven Computing and Machine Learning in Engineering (DACOMA-19) will be held September 9 – September 12, 2019 at Sino-French Center, Tongji University, Shanghai, China. The program chairs will be Timon Rabczuk (Bauhaus University, Germany) and Hehua Zhu (Tongji University, China). DACOMA-19 aims at promoting research and application in big data technology, data driving computing and artificial intelligence in engineering, as well as promoting interdisciplinary exchanges among scientists, practitioners, and engineers. DACOMA-19 will have a diverse technical track, poster sessions, plenary lectures, tutorials, workshops and programs. DACOMA-19 welcomes submissions on mainstream data drive computing and machine learning topics as well as novel interdisciplinary works in related areas.