Wu, C. F. Jeff
- Efficient Calibration for Imperfect Computer Models
2015/07/27 by Tuo, Rui, Wu, C. F. Jeff · 3 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- A theoretical framework for calibration in computer models: parametrization, estimation and convergence properties
2015/08/28 by Rui Tuo, Tuo, Rui, Changbao Wu +1 · 2 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Methodology (stat.ME) #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
- BdryGP: a new Gaussian process model for incorporating boundary information
2019/08/23 by Liang Ding, Simon Mak, Ding, Liang +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistics Theory (math.ST)
- On Prediction Properties of Kriging: Uniform Error Bounds and Robustness
2017/10/18 by Wang, Wenjia, Tuo, Rui, Wu, C. F. Jeff · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- A hierarchical expected improvement method for Bayesian optimization
2019/11/17 by Zhehui Chen, Simon Mak, Chen, Zhehui +3 · 2 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
- On the Improved Rates of Convergence for Matérn-type Kernel Ridge Regression, with Application to Calibration of Computer Models
2020/01/01 by Tuo, Rui, Wang, Yan, Wu, C. F. Jeff · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- ACE: Active Learning for Causal Inference with Expensive Experiments
2023/06/13 by Song, Difan, Mak, Simon, Wu, C. F. Jeff · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- An efficient surrogate model for emulation and physics extraction of large eddy simulations
2016/11/23 by Mak, Simon, Sung, Chih-Li, Wang, Xingjian +5 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences