18 citations · 25 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2020★ 5 cited
Machine learning spatio-temporal epidemiological model to evaluate Germany-county-level COVID-19 risk
Lingxiao Wang, Tian Xu, Till Hannes Stoecker +3
As the COVID-19 pandemic continues to ravage the world, it is of critical significance to provide a timely risk prediction of the COVID-19 in multi-level. To implement it and evalu…
physics.comp-ph2020★ 2 cited
Neural Network Statistical Mechanics
Lingxiao Wang, Yin Jiang, Kai Zhou
We propose a general framework to extract microscopic interactions from raw configurations with deep neural networks. The approach replaces the modeling Hamiltonian by the neural n…
physics.soc-ph2019★ 18 cited
Escape dynamics based on bounded rationality
Lingxiao Wang, Yin Jiang
The bounded rationality plays a vital role in the collective behavior of the evacuation process. Also investigating human behavior in such an extreme situation is a continuing conc…