Active Learning for a Recursive Non-Additive Emulator for Multi-Fidelity Computer Experiments.
Technometrics, January, 2025
Advancing Inverse Scattering with Surrogate Modeling and Bayesian Inference for Functional Inputs.
SIAM/ASA J. Uncertain. Quantification, 2025
Mesh-Clustered Gaussian Process Emulator for Partial Differential Equation Boundary Value Problems.
Technometrics, July, 2024
Stacking Designs: Designing Multifidelity Computer Experiments with Target Predictive Accuracy.
SIAM/ASA J. Uncertain. Quantification, March, 2024
Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes.
CoRR, 2024
Calibration of Inexact Computer Models with Heteroscedastic Errors.
SIAM/ASA J. Uncertain. Quantification, December, 2022
Contributions to binary-output computer experiments and large-scale computer experiments.
PhD thesis, 2019
Kernel-smoothed proper orthogonal decomposition (KSPOD)-based emulation for prediction of spatiotemporally evolving flow dynamics.
CoRR, 2018
Data-Driven Analysis and Common Proper Orthogonal Decomposition (CPOD)-Based Spatio-Temporal Emulator for Design Exploration.
CoRR, 2017