Bledar A. Konomi

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 3

Top Topics

Gaussian Process

Top Venues

J. Comput. Phys.

Publications

Pulong Ma, Anirban Mondal, Bledar A. Konomi, Jonathan Hobbs, Joon Jin Song, Emily Lei Kang
Computer Model Emulation with High-Dimensional Functional Output in Large-Scale Observing System Uncertainty Experiments. Technometrics 64 (1) (2022)
Bledar A. Konomi, Georgios Karagiannis
Bayesian Analysis of Multifidelity Computer Models With Local Features and Nonnested Experimental Designs: Application to the WRF Model. Technometrics 63 (4) (2021)
Georgios Karagiannis, Bledar A. Konomi, Guang Lin, Faming Liang
Parallel and interacting stochastic approximation annealing algorithms for global optimisation. Stat. Comput. 27 (4) (2017)
Georgios Karagiannis, Bledar A. Konomi, Guang Lin
A Bayesian mixed shrinkage prior procedure for spatial-stochastic basis selection and evaluation of gPC expansions: Applications to elliptic SPDEs. J. Comput. Phys. 284 (2015)
Bohai Zhang, Bledar A. Konomi, Huiyan Sang, Georgios Karagiannis, Guang Lin
Full scale multi-output Gaussian process emulator with nonseparable auto-covariance functions. J. Comput. Phys. 300 (2015)
Bledar A. Konomi, Georgios Karagiannis, Avik Sarkar, Xin Sun, Guang Lin
Bayesian Treed Multivariate Gaussian Process With Adaptive Design: Application to a Carbon Capture Unit. Technometrics 56 (2) (2014)
Ilias Bilionis, Nicholas Zabaras, Bledar A. Konomi, Guang Lin
Multi-output separable Gaussian process: Towards an efficient, fully Bayesian paradigm for uncertainty quantification. J. Comput. Phys. 241 (2013)