CN

李培平
Peiping Li

Personal Information More +

Degree:Doctoral degree
Professional Title:Assistant Professor

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Personal Profile

李培平，助理教授，工学博士。主要研究方向包括空间数据建模与分析，时空数据解译，基于机器学习方法的岩土工程风险评估与优化设计，主动学习等。代表性研究成果包括：贝叶斯压缩感知时空数据建模方法、贝叶斯压缩感知响应面方法和压缩感知增强克里金响应面方法。

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Educational Experience More

2019.9~2023.8
香港城市大学 - 岩土工程 - 博士
2016.9~2019.6
武汉大学 - 水工结构工程 - 硕士
2012.9~2016.6
西北农林科技大学 - 水利水电工程 - 本科

Work Experience

2025.1~Now
深圳大学 - 土木与交通工程学院 - 助理教授
2023.10~2024.11
香港城市大学 - 建筑与土木工程系 - 博士后研究员

Journal PapersMore
[1]Peiping Li, Luyu Ju, Yin-Fu Jin, Xiangsheng Chen.Active learning reliability analysis of highly non-stationary geotechnical systems using adaptive compressive sensing-enhanced Kriging and Monte Carlo simulation,Reliability Engineering & System Safety,2026/03/01.
[2]Peiping Li, Yu Wang.An active learning reliability analysis method using adaptive Bayesian compressive sensing and Monte Carlo simulation (ABCS-MCS),Reliability Engineering & System Safety,2022/05/01.
[3]Peiping Li, Yin-Fu Jin, Xiangsheng Chen.Three-dimensional subsurface digital twins via compressive sensing-enhanced Kriging of sparse cone penetration tests,Automation in Construction,2026/05/01.
[4]Peiping Li, Yin-Fu Jin, Lei Wang, Xiangsheng Chen.Active learning for global optimization of highly non-stationary geotechnical engineering systems using Bayesian compressive sensing,Journal of Rock Mechanics and Geotechnical Engineering,2025/10/01.
[5]Peiping Li, Jie Yang, Yin-Fu Jin, Xiangsheng Chen.System reliability analysis of slope stability using multiple Bayesian compressive sensing-based response surface method and sparse sampling data,Acta Geotechnica,2026/03/01.