46 citations · 48 across the 4 of their papers we have counts for
4 papers
A Digital Twin Simulator of a Pastillation Process with Applications to Automatic Control based on Computer Vision
Leonardo D. González, Joshua L. Pulsipher, Shengli Jiang +2
We present a digital-twin simulator for a pastillation process. The simulation framework produces realistic thermal image data of the process that is used to train computer vision-…
On the Implementation of a Bayesian Optimization Framework for Interconnected Systems
Leonardo D. González, Victor M. Zavala
Bayesian optimization (BO) is an effective paradigm for the optimization of expensive-to-sample systems. Standard BO learns the performance of a system by using a Gaussian P…
BOIS: Bayesian Optimization of Interconnected Systems
Leonardo D. González, Victor M. Zavala
Bayesian optimization (BO) has proven to be an effective paradigm for the global optimization of expensive-to-sample systems. One of the main advantages of BO is its use of Gaussia…
New Paradigms for Exploiting Parallel Experiments in Bayesian Optimization
Leonardo D. González, Victor M. Zavala
Bayesian optimization (BO) is one of the most effective methods for closed-loop experimental design and black-box optimization. However, a key limitation of BO is that it is an inh…