王林 - 北京师范大学 - 国家安全与应急管理学院

个人简介

工作经历 2022.05-至今：北京师范大学，副研究员 2018.09-2022.04：重庆大学，土木工程学院博士后（合作导师：仉文岗教授）教育经历武汉大学，水利工程专业，博士（导师：李典庆教授）国家级科研项目国家自然科学基金青年项目：降雨库水共同作用下堆积体边坡稳定鲁棒性时变可靠度研究（主持）国家重大科研仪器研制项目：多功能透明土模型试验系统研制（参与）国家重点研发计划子课题：基于机器学习的远程智能预警方法及可视化研发（参与）国家重点研发计划子课题：多灾种快速评估与精准损失评估天空地一体化关键技术（参与）获奖荣誉 2020年中国交通运输协会科学技术奖二等奖 2020年首届川渝科技学术大会优秀论文三等奖

研究领域

地质灾害风险评估与防灾减灾、岩土大数据与机器学习、遥感图像信息挖掘、海洋地质灾害与基础设施安全

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Wang Lin, Cao Zijun, Li Dianqing, Phoon Kok Kwang, Au Siu Kui. Determination of site-specific soil-water characteristic curve from a limited number of test data–A Bayesian perspective. Geoscience Frontiers, 2018, 9(6), 1665–1677. Wang Lin, Wu Chongzhi, Tang Libin, Zhang Wengang, Lacasse Suzanne, Gao Lei. Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method. Acta Geotechnica, 2020, 15, 3135–3150. Wang Lin, Wu Chongzhi, Xin Gu, Liu Hanlong, Mei Guoxiong, Zhang Wengang. Probabilistic stability analysis of earth dam slope under transient seepage using multivariate adaptive regression splines. Bulletin of Engineering Geology and the Environment, 2020, 79(6): 2763–2775. Wang Lin, Tang Libin, Wang Zhenyu, Liu Hanlong, Zhang Wengang. Probabilistic characterization of soil-water characteristic curve and hydraulic conductivity and its application to slope reliability analysis. Computers and Geotechnics, 2020, 121: 103460. Wang Lin, Wu Chongzhi, Li Yongqin, Liu Hanlong, Zhang Wengang, Chen Xiang. Probabilistic Risk Assessment of Unsaturated Slope Failure Considering Spatial Variability of Hydraulic Parameters. KSCE Journal of Civil Engineering, 2019, 23(12), 5032–5040. Zhang Wengang, Wu Chongzhi, Zhong Haiyi, Li Yongqin, Wang Lin*(通讯作者). Prediction of Undrained Shear Strength using Extreme Gradient Boosting and Random Forest Based on Bayesian Optimization. Geoscience Frontiers, 2021, 12(1), 469–477. Zhang Wengang, Li Hongrui, Han Liang, Chen Longlong, Wang Lin*(通讯作者). Prediction of slope stability using ensemble learning techniques: a case study in Yunyang County, Chongqing, China. Journal of Rock Mechanics and Geotechnical Engineering, 2022, 14, 1089-1099. Zhang Wengang, Li Hongrui, Tang Libin, Gu Xin, Wang Luqi, Wang Lin*(通讯作者). Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks. Acta Geotechnica, 2022, 17, 1367–1382. Zhang Wengang, Wu Chongzhi, Tang Libin, Gu Xin, Wang Lin*(通讯作者). Efficient time-variant reliability analysis of Bazimen landslide in the Three Gorges Reservoir Area using XGBoost and LightGBM algorithms. Gondwana Research, 2022. 仉文岗, 顾鑫, 刘汉龙, 张青, 王林*(通讯作者), 王鲁琦. 基于贝叶斯更新的非饱和土坡参数概率反演及变形预测[J], 岩土力学, 2022, 45(4), 1112–1122.

学术兼职

国际SCI期刊《Georisk》的Early Career Editorial Board Member 中国岩石与力学工程学会滑坡与工程边坡分会会员中国土木工程学会工程风险与保险研究分会第二届青年论坛委员 Gondwana Research, Geoscience Frontiers, Journal of Rock Mechanics and Geotechnical Engineering, Artificial Intelligence Review等SCI期刊审稿人