Prati
Zhen Chen
Zhen Chen
ExxonMobil Technology and Engineering Company
Potvrđena adresa e-pošte na exxonmobil.com - Početna stranica
Naslov
Citirano
Citirano
Godina
Data-driven learning of nonautonomous systems
T Qin, Z Chen, JD Jakeman, D Xiu
SIAM Journal on Scientific Computing 43 (3), A1607-A1624, 2021
522021
On generalized residual network for deep learning of unknown dynamical systems
Z Chen, D Xiu
Journal of Computational Physics 438, 110362, 2021
452021
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
432021
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
342022
Robust Modeling of Unknown Dynamical Systems via Ensemble Averaged Learning
V Churchill, S Manns, Z Chen, D Xiu
Journal of Computational Physics 474, 111842, 2023
72023
Methods to Recover Unknown Processes in Partial Differential Equations Using Data
Z Chen, K Wu, D Xiu
Journal of Scientific Computing 85 (2), 2020
42020
Learning the Dynamics for Unknown Hyperbolic Conservation Laws Using Deep Neural Networks
Z Chen, A Gelb, Y Lee
SIAM Journal on Scientific Computing 46 (2), A825-A850, 2024
12024
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