Matthias H. Y. Tan

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 7

Top Topics

Quality Control

Hyperparameters

Stochastic Simulation

Top Venues

SIAM/ASA J. Uncertain. Quantification

IEEE Trans. Ind. Informatics

Artif. Intell. Eng. Des. Anal. Manuf.

Publications

Matthias H. Y. Tan
Bayesian Optimization of Expected Quadratic Loss for Multiresponse Computer Experiments with Internal Noise. SIAM/ASA J. Uncertain. Quantification 8 (3) (2020)
Matthias H. Y. Tan
Gaussian Process Modeling of Finite Element Models with Functional Inputs. SIAM/ASA J. Uncertain. Quantification 7 (4) (2019)
Matthias H. Y. Tan, Guilin Li
Gaussian Process Modeling Using the Principle of Superposition. Technometrics 61 (2) (2019)
Matthias H. Y. Tan
Gaussian Process Modeling of a Functional Output with Information from Boundary and Initial Conditions and Analytical Approximations. Technometrics 60 (2) (2018)
Matthias H. Y. Tan, Zijun Zhang
Wind Turbine Modeling With Data-Driven Methods and Radially Uniform Designs. IEEE Trans. Ind. Informatics 12 (3) (2016)
Matthias H. Y. Tan
Monotonic Quantile Regression With Bernstein Polynomials for Stochastic Simulation. Technometrics 58 (2) (2016)
Brian Simmons, Matthias H. Y. Tan, C. F. Jeff Wu, Godfried Augenbroe
Determining the cost optimum among a discrete set of building technologies to satisfy stringent energy targets. Artif. Intell. Eng. Des. Anal. Manuf. 29 (4) (2015)
Matthias H. Y. Tan, C. F. Jeff Wu
A Bayesian Approach for Model Selection in Fractionated Split Plot Experiments With Applications in Robust Parameter Design. Technometrics 55 (3) (2013)
Matthias H. Y. Tan
Minimax Designs for Finite Design Regions. Technometrics 55 (3) (2013)
Matthias H. Y. Tan, Jianjun Shi
A Bayesian Approach for Interpreting Mean Shifts in Multivariate Quality Control. Technometrics 54 (3) (2012)
Matthias H. Y. Tan, C. F. Jeff Wu
Robust Design Optimization With Quadratic Loss Derived From Gaussian Process Models. Technometrics 54 (1) (2012)