77 citations · 117 across the 2 of their papers we have counts for
2 papers
cond-mat.dis-nn2018★ 40 cited
A machine-learning solver for modified diffusion equations
Qianshi Wei, Ying Jiang, Jeff Z. Y. Chen
A feed-forward neural network has a remarkable property which allows the network itself to be a universal approximator for any functions.Here we present a universal, machine-learni…
cond-mat.soft2017★ 77 cited
Identifying polymer states by machine learning
Qianshi Wei, Roger G. Melko, Jeff Z. Y. Chen
The ability of a feed-forward neural network to learn and classify different states of polymer configurations is systematically explored. Performing numerical experiments, we find…