Bledar A. Konomi

发表

Multifidelity Computer Model Emulation with High-Dimensional Output

Georgios Karagiannis, Pulong Ma, Bledar A. Konomi, 2019 .

Bayesian Treed Calibration: An Application to Carbon Capture With AX Sorbent

Bledar A. Konomi, Georgios Karagiannis, Guang Lin, 2017 .

Bayesian Analysis of Multifidelity Computer Models With Local Features and Nonnested Experimental Designs: Application to the WRF Model

Georgios Karagiannis, Bledar A. Konomi, G. Karagiannis, 2019, Technometrics.

Uncertainty Quantification Using the Nearest Neighbor Gaussian Process

Emily L. Kang, Bledar A. Konomi, Hongxiang Shi, 2017 .

An additive approximate Gaussian process model for large spatio‐temporal data

Emily L. Kang, Pulong Ma, Bledar A. Konomi, 2017, Environmetrics.

Parallel and interacting stochastic approximation annealing algorithms for global optimisation

Faming Liang, Guang Lin, Georgios Karagiannis, 2015, Stat. Comput..

Full scale multi-output Gaussian process emulator with nonseparable auto-covariance functions

Guang Lin, Georgios Karagiannis, Bledar A. Konomi, 2015, J. Comput. Phys..

Ice model calibration using semicontinuous spatial data

Bledar A. Konomi, Won Chang, Georgios Karagiannis, 2019, The Annals of Applied Statistics.

Uncertainty Quantification Techniques for Sensor Calibration Monitoring in Nuclear Power Plants

Susan L. Crawford, Jamie B. Coble, Bledar A. Konomi, 2013 .

Bayesian Treed Multivariate Gaussian Process With Adaptive Design: Application to a Carbon Capture Unit

Xin Sun, Guang Lin, Georgios Karagiannis, 2014, Technometrics.

Multi-output separable Gaussian process: Towards an efficient, fully Bayesian paradigm for uncertainty quantification

Ilias Bilionis, Guang Lin, Bledar A. Konomi, 2013, J. Comput. Phys..

On the Bayesian calibration of expensive computer models with input dependent parameters

Guang Lin, Georgios Karagiannis, Bledar A. Konomi, 2017 .

LOW-COST MULTI-DIMENSIONAL GAUSSIAN PROCESS WITH APPLICATION TO UNCERTAINTY QUANTIFICATION

Guang Lin, Bledar A. Konomi, G. Lin, 2015 .

A Bayesian mixed shrinkage prior procedure for spatial-stochastic basis selection and evaluation of gPC expansions: Applications to elliptic SPDEs

Georgios Karagiannis, Guang Lin, Bledar A. Konomi, 2015, J. Comput. Phys..

Computationally efficient nonstationary nearest‐neighbor Gaussian process models using data‐driven techniques

Emily L. Kang, Pulong Ma, Bledar A. Konomi, 2019, Environmetrics.

Hierarchical Bayesian nearest neighbor co-kriging Gaussian process models; an application to intersatellite calibration

Georgios Karagiannis, Emily L. Kang, Bledar A. Konomi, 2020, 2004.01341.

On the Bayesian treed multivariate Gaussian process with linear model of coregionalization

Georgios Karagiannis, Bledar A. Konomi, Guang Lin, 2015 .

BAYESIAN OBJECT CLASSIFICATION OF GOLD NANOPARTICLES

Bani K. Mallick, Jianhua Z. Huang, Bledar A. Konomi, 2013, 1312.1560.

Adaptive Bayesian Nonstationary Modeling for Large Spatial Datasets Using Covariance Approximations

Bani K. Mallick, Bledar A. Konomi, Huiyan Sang, 2014 .