Multiscale modeling and machine learning for accelerated decision making for formulation and packaging materials

L. Subramanian
Dassault Systemes,
United States

Keywords: multiscale modeling, machine learning, formulations, packaging materials


In several industry segments including personal and home care and pharmaceuticals the right product formulation and the most appropriate packaging material has to be designed for improving and managing consumer experience, timed release of actives and product shelf life. With a number of choices available and extensive phase space to search virtual screening is required. With suitable examples this talk will cover machine learning and AI for formulation optimization and full scale multi scale and multi paradigm virtual design on 3DEXPERIENCE platform.