22 citations · 76 across the 17 of their papers we have counts for
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math.NA2019★ 4 cited
Quasi-Monte Carlo sampling for machine-learning partial differential equations
Jingrun Chen, Rui Du, Panchi Li +1
Solving partial differential equations in high dimensions by deep neural network has brought significant attentions in recent years. In many scenarios, the loss function is defined…
physics.comp-ph2019★ 2 cited
A QMC-deep learning method for diffusivity estimation in random domains
Liyao Lyu, Zhiwen Zhang, Jingrun Chen
Exciton diffusion plays a vital role in the function of many organic semiconducting opto-electronic devices, where an accurate description requires precise control of heterojunctio…