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Zhongjian Wang
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Year
A mesh-free method for interface problems using the deep learning approach
Z Wang, Z Zhang
Journal of Computational Physics 400, 108963, 2020
772020
Computing effective diffusivity of chaotic and stochastic flows using structure-preserving schemes
Z Wang, J Xin, Z Zhang
SIAM Journal on Numerical Analysis 56 (4), 2322-2344, 2018
172018
Proper orthogonal decomposition method to nonlinear filtering problems in medium-high dimension
Z Wang, X Luo, SST Yau, Z Zhang
IEEE Transactions on Automatic Control 65 (4), 1613-1624, 2019
152019
Sharp error estimates on a stochastic structure-preserving scheme in computing effective diffusivity of 3D chaotic flows
Z Wang, J Xin, Z Zhang
Multiscale Modeling & Simulation 19 (3), 1167-1189, 2021
10*2021
Asymmetric transport computations in Dirac models of topological insulators
G Bal, JG Hoskins, Z Wang
Journal of Computational Physics 487, 112151, 2023
92023
DeepParticle: Learning invariant measure by a deep neural network minimizing Wasserstein distance on data generated from an interacting particle method
Z Wang, J Xin, Z Zhang
Journal of Computational Physics 464, 111309, 2022
92022
A convergent interacting particle method and computation of KPP front speeds in chaotic flows
J Lyu, Z Wang, J Xin, Z Zhang
SIAM Journal on Numerical Analysis 60 (3), 1136-1167, 2022
82022
Convergence analysis of stochastic structure-preserving schemes for computing effective diffusivity in random flows
J Lyu, Z Wang, J Xin, Z Zhang
SIAM Journal on Numerical Analysis 58 (5), 3040-3067, 2020
82020
Solving nonlinear filtering problems using a tensor train decomposition method
S Li, Z Wang, SST Yau, Z Zhang
IEEE Transactions on Automatic Control, 2022
5*2022
A data-driven model reduction method for parabolic inverse source problems and its convergence analysis
Z Wang, W Zhang, Z Zhang
Journal of Computational Physics 487, 112156, 2023
42023
A variational neural network approach for glacier modelling with nonlinear rheology
T Cui, Z Wang, Z Zhang
arXiv preprint arXiv:2209.02088, 2022
42022
Computing effective diffusivities in 3D time-dependent chaotic flows with a convergent Lagrangian numerical method
Z Wang, J Xin, Z Zhang
ESAIM: Mathematical Modelling and Numerical Analysis 56 (5), 1521-1544, 2022
42022
A DeepParticle method for learning and generating aggregation patterns in multi-dimensional Keller–Segel chemotaxis systems
Z Wang, J Xin, Z Zhang
Physica D: Nonlinear Phenomena, 134082, 2024
32024
A convergent interacting particle method for computing KPP front speeds in random flows
T Zhang, Z Wang, J Xin, Z Zhang
arXiv preprint arXiv:2308.14479, 2023
22023
Understanding the diffusion models by conditional expectations.
Y Lu, Z Wang, G Bal
arXiv preprint arXiv:2301.07882, 2023
12023
Random block coordinate descent methods for computing optimal transport and convergence analysis
Y Xie, Z Wang, Z Zhang
arXiv preprint arXiv:2212.07046, 2022
2022
Long time asymptotics of mixed-type Kimura diffusions
G Bal, B Chen, Z Wang
arXiv preprint arXiv:2210.10037, 2022
2022
A class of robust numerical methods for solving dynamical systems with multiple time scales
TY Hou, Z Wang, Z Zhang
arXiv preprint arXiv:1909.04289, 2019
2019
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Articles 1–18