Towards a digital twin framework in additive manufacturing: Machine learning and bayesian optimization for time series process optimization
Vispi Karkaria, Anthony Goeckner, Rujing Zha, Jie Chen, Jianjing Zhang, Qi Zhu, Jian Cao, Robert X. Gao, Wei Chen
Topics & Concepts
Bayesian optimizationComputer scienceProcess (computing)Bayesian inferenceMachine learningArtificial intelligenceProcess optimizationRepresentation (politics)InferenceProcess controlBayesian probabilityEngineeringOperating systemPoliticsEnvironmental engineeringLawPolitical scienceAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesMachine Learning in Materials Science