A Goal-Oriented Reduced Basis Methods-Accelerated Generalized Polynomial Chaos Algorithm. - Jiahua Jiang; Yanlai Chen; Akil Narayan 001 (SIAM/ASA J. Uncertain. Quantification, 2016)

Offline-Enhanced Reduced Basis Method Through Adaptive Construction of the Surrogate Training Set. - Jiahua Jiang; Yanlai Chen; Akil Narayan 001 (J. Sci. Comput., 2017)

A robust error estimator and a residual-free error indicator for reduced basis methods. - Yanlai Chen; Jiahua Jiang; Akil Narayan 001 (Comput. Math. Appl., 2019)

Multi-level adaptive greedy algorithms for the reduced basis method. - Jiahua Jiang; Yanlai Chen (CoRR, 2019)

Hybrid Projection Methods for Large-scale Inverse Problems with Mixed Gaussian Priors. - Taewon Cho; Julianne Chung; Jiahua Jiang (CoRR, 2020)

A Deep Direct Sampling Method for Solving Diffusive Optical Tomography. - Jiahua Jiang; Yi Li; Ruchi Guo (CoRR, 2021)

Construct Deep Neural Networks based on Direct Sampling Methods for Solving Electrical Impedance Tomography. - Ruchi Guo; Jiahua Jiang (SIAM J. Sci. Comput., 2021)

Hybrid Projection Methods with Recycling for Inverse Problems. - Jiahua Jiang; Julianne Chung; Eric de Sturler (SIAM J. Sci. Comput., 2021)

Conjugate gradient persymmetric adaptive matched filter. - Jie Lin; Chaoshu Jiang; Jiahua Jiang; Jiawen Kang 005 (Digit. Signal Process., 2022)

Low-CP-Rank Tensor Completion via Practical Regularization. - Jiahua Jiang; Fatoumata Sanogo; Carmeliza Navasca (J. Sci. Comput., 2022)

Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. - Elizabeth Qian; Jemima M. Tabeart; Christopher Beattie; Serkan Gugercin; Jiahua Jiang; Peter R. Kramer; Akil Narayan 001 (J. Sci. Comput., 2022)

High-resolution tomographic reconstruction of optical absorbance through scattering media using neural fields. - Wuwei Ren; Siyuan Shen; Linlin Li; Shengyu Gao; Yuehan Wang; Liangtao Gu; Shiying Li; Xingjun Zhu; Jiahua Jiang; Jingyi Yu (CoRR, 2023)

Augmented Flexible Krylov Subspace methods with applications to Bayesian inverse problems. - Malena Sabate Landman; Jiahua Jiang; Jianru Zhang; Wuwei Ren (CoRR, 2023)

Learn an Index Operator by CNN for Solving Diffusive Optical Tomography: A Deep Direct Sampling Method. - Ruchi Guo; Jiahua Jiang; Yi Li (J. Sci. Comput., 2023)

Hybrid Projection Methods for Solution Decomposition in Large-Scale Bayesian Inverse Problems. - Julianne Chung; Jiahua Jiang; Scot M. Miller; Arvind K. Saibaba (SIAM J. Sci. Comput., 2024)

Multifunctional Optical Tomography System With High-Fidelity Surface Extraction Based on a Single Programmable Scanner and Unified Pinhole Modeling. - Shengyu Gao; Jianru Zhang; Yexing Hu; Yanan Wu; Linlin Li; Qian Hu; Xin Lou; Xingjun Zhu; Jiahua Jiang; Wuwei Ren (IEEE Trans. Biomed. Eng., 2024)

High Resolution Diffuse Optical Tomography via Neural Fields. - Siyuan Shen; Linlin Li; Shengyu Gao; Yuehan Wang; Liangtao Gu; Shiying Li; Xingjun Zhu; Jiahua Jiang; Jingyi Yu; Wuwei Ren (IEEE Trans. Computational Imaging, 2025)