40 citations · 56 across the 2 of their papers we have counts for
2 papers
physics.soc-ph2019★ 16 cited
Learning epidemic threshold in complex networks by Convolutional Neural Network
Qi Ni, Jie Kang, Ming Tang +2
Deep learning has taken part in the competition since not long ago to learn and identify phase transitions in physical systems such as many body quantum systems, whose underlying l…
physics.soc-ph2019★ 40 cited
Machine learning dynamical phase transitions in complex networks
Qi Ni, Ming Tang, Ying Liu +1
In recent years, machine learning has been adopted to complex networks, but most existing works concern about the structural properties. To use machine learning to detect phase tra…