Guzel Tartakovsky

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

Top Topics

Semi Supervised

Hyperparameters

Gaussian Process

Simulation Models

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

Publications

Xiu Yang, Guzel Tartakovsky, Alexandre M. Tartakovsky
Physics Information Aided Kriging using Stochastic Simulation Models. SIAM J. Sci. Comput. 43 (6) (2021)
Xiu Yang, David A. Barajas-Solano, Guzel Tartakovsky, Alexandre M. Tartakovsky
Physics-informed CoKriging: A Gaussian-process-regression-based multifidelity method for data-model convergence. J. Comput. Phys. 395 (2019)
QiZhi He, David Barajas-Solano, Guzel Tartakovsky, Alexandre M. Tartakovsky
Physics-Informed Neural Networks for Multiphysics Data Assimilation with Application to Subsurface Transport. CoRR (2019)
Xiu Yang, David A. Barajas-Solano, Guzel Tartakovsky, Alexandre M. Tartakovsky
Physics-Informed CoKriging: A Gaussian-Process-Regression-Based Multifidelity Method for Data-Model Convergence. CoRR (2018)
Xiu Yang, Guzel Tartakovsky, Alexandre M. Tartakovsky
Physics-Informed Kriging: A Physics-Informed Gaussian Process Regression Method for Data-Model Convergence. CoRR (2018)