2 papers
cs.LG2026
CatBOX: A Categorical-Continuous Bayesian Optimization with Spectral Mixture Kernels for Accelerated Catalysis Experiments
Changquan Zhao, Yi Zhang, Zhuo Li +3
Identifying optimal catalyst compositions and reaction conditions is central in catalysis research, yet remains challenging due to the vast multidimensional design spaces encompass…
math.OC2025
Optimizing Server Locations in Spatial Queues: Parametric and Nonparametric Bayesian Optimization
Cheng Hua, Arthur J. Swersey, Wenqian Xing +1
This paper presents a new model for solving the optimal server location problem in a spatial hypercube queueing model. Unlike deterministic location models, our approach accounts f…