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Zhen Chen
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Year
Deep learning of parameterized equations with applications to uncertainty quantification
T Qin, Z Chen, JD Jakeman, D Xiu
International Journal for Uncertainty Quantification 11 (2), 2021
182021
On generalized residual network for deep learning of unknown dynamical systems
Z Chen, D Xiu
Journal of Computational Physics 438, 110362, 2021
142021
Data-driven learning of nonautonomous systems
T Qin, Z Chen, JD Jakeman, D Xiu
SIAM Journal on Scientific Computing 43 (3), A1607-A1624, 2021
142021
Deep neural network modeling of unknown partial differential equations in nodal space
Z Chen, V Churchill, K Wu, D Xiu
Journal of Computational Physics 449, 110782, 2022
62022
Methods to Recover Unknown Processes in Partial Differential Equations Using Data
Z Chen, K Wu, D Xiu
Journal of Scientific Computing 85 (2), 2020
12020
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Articles 1–5