Multiscale model reduction method for Bayesian inverse problems of subsurface flow. - Lijian Jiang; Na Ou (J. Comput. Appl. Math., 2017)

A two-stage ensemble Kalman filter based on multiscale model reduction for inverse problems in time fractional diffusion-wave equations. - Yuming Ba; Lijian Jiang; Na Ou (J. Comput. Phys., 2018)

Bayesian Inference Using Intermediate Distribution Based on Coarse Multiscale Model for Time Fractional Diffusion Equations. - Lijian Jiang; Na Ou (Multiscale Model. Simul., 2018)

A Low-Rank Approximated Multiscale Method for Pdes With Random Coefficients. - Na Ou; Guang Lin 001; Lijian Jiang (Multiscale Model. Simul., 2020)

A replica exchange preconditioned Crank-Nicolson Langevin dynamic MCMC method for Bayesian inverse problems. - Na Ou; Zecheng Zhang; Guang Lin 001 (CoRR, 2022)

Restoring the Discontinuous Heat Equation Source Using Sparse Boundary Data and Dynamic Sensors. - Guang Lin 001; Na Ou; Zecheng Zhang; Zhidong Zhang (CoRR, 2023)

A replica exchange preconditioned Crank-Nicolson Langevin dynamic MCMC method with multi-variance strategy for Bayesian inverse problems. - Na Ou; Zecheng Zhang; Guang Lin 001 (J. Comput. Phys., 2024)