An inverse medium problem using Stekloff eigenvalues and a Bayesian approach J Liu, Y Liu, J Sun Inverse Problems 35 (9), 094004, 2019 | 24 | 2019 |
Quality-Bayesian approach to inverse acoustic source problems with partial data Z Li, Y Liu, J Sun, L Xu SIAM Journal on Scientific Computing 43 (2), A1062-A1080, 2021 | 18 | 2021 |
A deterministic-statistical approach to reconstruct moving sources using sparse partial data Y Liu, Y Guo, J Sun Inverse Problems 37 (6), 065005, 2021 | 15 | 2021 |
Diffusion-Model-Assisted Supervised Learning of Generative Models for Density Estimation Y Liu, M Yang, Z Zhang, F Bao, Y Cao, G Zhang Journal of Machine Learning for Modeling and Computing 5 (1), 2024 | 13 | 2024 |
A diffusion‐based uncertainty quantification method to advance E3SM land model calibration D Lu, Y Liu, Z Zhang, F Bao, G Zhang Journal of Geophysical Research: Machine Learning and Computation 1 (3 …, 2024 | 7 | 2024 |
Divide-and-conquer DNN approach for the inverse point source problem using a few single frequency measurements H Du, Z Li, J Liu, Y Liu, J Sun Inverse Problems 39 (11), 115006, 2023 | 5 | 2023 |
A training-free conditional diffusion model for learning stochastic dynamical systems Y Liu, Y Chen, D Xiu, G Zhang arXiv preprint arXiv:2410.03108, 2024 | 2 | 2024 |
Deterministic-statistical approach for an inverse acoustic source problem using multiple frequency limited aperture data Y Liu, Z Wu, J Sun, Z Zhang arXiv preprint arXiv:2209.08222, 2022 | 2 | 2022 |
Bayesian inversion for an inverse spectral problem of transmission eigenvalues Y Liu, J Sun Research in the Mathematical Sciences 8 (3), 53, 2021 | 2 | 2021 |
A novel conditional generative model for efficient ensemble forecasts of state variables in large-scale geological carbon storage M Fan, Y Liu, D Lu, H Wang, G Zhang Journal of Hydrology 648, 132323, 2025 | 1 | 2025 |
Diffusion-based Sparse-Grid generative models for density estimation Y Liu, A Bryantseva, M Stoyanov, F Bao, G Zhang Applied Mathematics for Modern Challenges 2 (4), 365-381, 2024 | 1 | 2024 |
Reconstruction of modified transmission eigenvalues using Cauchy data J Liu, Y Liu, J Sun Journal of Inverse and Ill-posed Problems 31 (6), 905-919, 2023 | 1 | 2023 |
Deterministic and statistical methods for inverse problems with partial data Y Liu Michigan Technological University, 2021 | 1 | 2021 |