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Keywords: latent variable Gaussian processClose
Akshay Iyer, Yichi Zhang, Aditya Prasad, Siyu Tao, Yixing Wang, Linda Schadler, L. Catherine Brinson, Wei Chen
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A066, August 18–21, 2019
Paper No: DETC2019-98222
... Optimization for multiple objectives to identify the Pareto Frontier within tens of iterations. These findings project Bayesian Optimization as a powerful tool for design of engineered material systems. data-centric material design latent variable Gaussian process mixed-variable Bayesian optimization...