447 citations · 524 across the 6 of their papers we have counts for
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math.NA2020★ 72 cited
Numerical Solution of Inverse Problems by Weak Adversarial Networks
Gang Bao, Xiaojing Ye, Yaohua Zang +1
We consider a weak adversarial network approach to numerically solve a class of inverse problems, including electrical impedance tomography and dynamic electrical impedance tomogra…
math.NA2019★ 447 cited
Weak Adversarial Networks for High-dimensional Partial Differential Equations
Yaohua Zang, Gang Bao, Xiaojing Ye +1
Solving general high-dimensional partial differential equations (PDE) is a long-standing challenge in numerical mathematics. In this paper, we propose a novel approach to solve hig…
math.NA2018
A Jump Stochastic Differential Equation Approach for Influence Prediction on Information Propagation Networks
Yaohua Zang, Gang Bao, Xiaojing Ye +2
We propose a novel problem formulation of continuous-time information propagation on heterogenous networks based on jump stochastic differential equations (SDE). The structure of t…