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Zezhong Zhang
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Year
Transferable neural networks for partial differential equations
Z Zhang, F Bao, L Ju, G Zhang
Journal of Scientific Computing 99 (1), 2, 2024
172024
A score-based filter for nonlinear data assimilation
F Bao, Z Zhang, G Zhang
Journal of Computational Physics, 113207, 2024
15*2024
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
132024
An ensemble score filter for tracking high-dimensional nonlinear dynamical systems
F Bao, Z Zhang, G Zhang
Computer Methods in Applied Mechanics and Engineering 432, 117447, 2024
92024
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
82024
A unified filter method for jointly estimating state and parameters of stochastic dynamical systems via the ensemble score filter
F Bao, G Zhang, Z Zhang
arXiv preprint arXiv:2312.10503, 2023
32023
Improving the Expressive Power of Deep Neural Networks through Integral Activation Transform
Z Zhang, F Bao, G Zhang
arXiv preprint arXiv:2312.12578, 2023
22023
A PDE-based adaptive kernel method for solving optimal filtering problems
Z Zhang, R Archibald, F Bao
Journal of Machine Learning for Modeling and Computing 3 (3), 2022
22022
Nonuniform random feature models using derivative information
K Pieper, Z Zhang, G Zhang
arXiv preprint arXiv:2410.02132, 2024
2024
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems
F Bao, Z Zhang, G Zhang
arXiv preprint arXiv:2309.00983, 2023
2023
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