Jianxing Ren
Biographic Data
| ID | 8151696 |
|---|---|
| NAME | Jianxing Ren |
| GIVEN NAMES | Jianxing |
| FAMILY NAME | Ren |
| SIGNATURE | REN J |
| AFFILIATIONS | National Earthquake Response Support Service |
| ORCID | 0009-0001-8129-4164 |
| VERIFIED | Yes |
| TOTAL WORKS | 4 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 4 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2014 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Machine Learning-Based Wildfire Susceptibility Assessment in California’s WUI
The Wildland-Urban Interface (WUI) in California is increasingly threatened by wildfires due to complex socio-environmental interactions. This study aims to quantify WUI wildfire susceptibility and identify the primary non-linear drivers of fire occurrence. We systematically evaluated multi-source covariates using Wasserstein Distance, LASSO regression, Boruta, and Recursive Feature Elimination to construct highly accurate machine learning models…
Modified social force model considering emotional contagion for crowd evacuation simulation
Experimental study of crowd evacuation dynamics considering small group behavioral patterns
Numerical study on PM10 collection efficiency in a wire-cylinder electrostatic precipitator under multi-field coupling
The PM10 collection efficiency of a wire-cylinder electrostatic precipitator (ESP) was studied by means of a developed mathematical model, including the multi-field coupling between the gas flow field, the particle dynamic field and the electric field, and applying the Deutsch–Anderson Equation. The diffusion charging mechanism was considered due to the diameter range of PM10. The investigated variables were the applied potential, the gas velocit…
No prominent works on this page.
Numerical study on PM10 collection efficiency in a wire-cylinder electrostatic precipitator under multi-field coupling
The PM10 collection efficiency of a wire-cylinder electrostatic precipitator (ESP) was studied by means of a developed mathematical model, including the multi-field coupling between the gas flow field, the particle dynamic field and the electric field, and applying the Deutsch–Anderson Equation. The diffusion charging mechanism was considered due to the diameter range of PM10. The investigated variables were the applied potential, the gas velocit…
Experimental study of crowd evacuation dynamics considering small group behavioral patterns
Modified social force model considering emotional contagion for crowd evacuation simulation
Machine Learning-Based Wildfire Susceptibility Assessment in California’s WUI
The Wildland-Urban Interface (WUI) in California is increasingly threatened by wildfires due to complex socio-environmental interactions. This study aims to quantify WUI wildfire susceptibility and identify the primary non-linear drivers of fire occurrence. We systematically evaluated multi-source covariates using Wasserstein Distance, LASSO regression, Boruta, and Recursive Feature Elimination to construct highly accurate machine learning models…
Engineering (3 works) · Chemistry (2 works) · Computer Science (2 works) · Crowd psychology (2 works) · Evacuation and Crowd Dynamics (2 works) · Psychology (2 works) · Simulation (2 works) · Social Psychology (2 works) · Transport engineering (2 works) · Aerosol Filtration and Electrostatic Precipitation (1 work)