Sumi Ghosh

Integrated Machine Learning and Smart Infrastructure Frameworks for Advanced Additive and Hybrid Manufacturing Systems

The integrated architectural approach is able to link manufacturing at the physical level with the sensing, data infrastructure, physics-based modelling, surrogate modelling, artificial intelligence, and closed-loop control levels, and puts the emphasis on the remaining need for physics-based knowledge, transparent decision making, human supervision, and validated control architectures.