649 citations · 1.5k across the 40 of their papers we have counts for
7 papers · 1 filter
A combined network and machine learning approaches for product market forecasting
Jingfang Fan, Keren Cohen, Louis M. Shekhtman +4
Sustainable financial markets play an important role in the functioning of human society. Still, the detection and prediction of risk in financial markets remain challenging and dr…
Percolation Framework of the Earth's Topography
Jingfang Fan, Jun Meng, Abbas Ali Saberi
Self-similarity and long-range correlations are the remarkable features of the Earth's surface topography. Here we develop an approach based on percolation theory to study the geom…
Possible Origin of Memory in Earthquakes: Real catalogs and ETAS model
Jingfang Fan, Dong Zhou, Louis M. Shekhtman +5
Earthquakes are one of the most devastating natural disasters that plague society. A skilled, reliable earthquake forecasting remains the ultimate goal for seismologists. Using the…
Climate network percolation reveals the expansion and weakening of the tropical component under global warming
Jingfang Fan, Jun Meng, Yosef Ashkenazy +2
Global climate warming poses a significant challenge to humanity; it is associated with, e.g., rising sea level and declining Arctic sea ice. Increasing extreme events are also con…
Resilience of spatial networks with inter-links behaving as an external field
Jingfang Fan, Gaogao Dong, Louis M. Shekhtman +4
Many real systems such as, roads, shipping routes, and infrastructure systems can be modeled based on spatially embedded networks. The inter-links between two distant spatial netwo…
Resilience of networks with community structure behaves as if under an external field
Gaogao Dong, Jingfang Fan, Louis M. Shekhtman +6
Detecting and characterizing community structure plays a crucial role in the study of networked systems. However, there is still a lack of understanding of how community structure…
Correlation and scaling behaviors of concentration in China
Yongwen Zhang, Dean Chen, Jingfang Fan +2
Air pollution has become a major issue and caused widespread environmental and health problems. Aerosols or particulate matters are an important component of the atmosphere and can…