157 citations · 977 across the 32 of their papers we have counts for
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physics.comp-ph2019★ 157 cited
Solving Fokker-Planck equation using deep learning
Yong Xu, Hao Zhang, Yongge Li +3
The probability density function of stochastic differential equations is governed by the Fokker-Planck (FP) equation. A novel machine learning method is developed to solve the gene…
nlin.AO2019★ 8 cited
Linear Response Theory for Renewable Fluctuations in Power Grids with Transmission Losses
Anton Plietzsch, Sabine Auer, Jürgen Kurths +1
We study the spreading of renewable power fluctuations through grids with Ohmic losses on the lines. By formulating a network adapted linear response theory, we find that vulnerabi…