Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
School/Department:School of Civil Engineering
Education Level:PhD Graduate
Sex:Male
Contact Information:00 86 182 0730 6667
Degree:Doctoral degree
Status:Employed
Alma Mater:Université Grenoble Alpes
Discipline:Civil Engineering
湖南岳阳人，法国Joseph Fourier University岩土工程博士，香港理工大学/新加坡国立大学博士后，中南大学土木工程学院特聘教授。主要研究方向有：（1）智慧岩土工程，岩土工程大数据、机器学习和信息技术在岩土工程健康监测和服务性能预测与评估中的应用；2）岩土工程可靠度、安全与风险研究，自适应可靠度算法、贝叶斯方法在岩土工程中的应用研究等；3）岩土工程极限状态设计。
联系邮箱：panqiujing@foxmail.com,panqiujing2013@gmail.com
My research interests include but not limited to:
1. Application of machine learning technique to geotechnical engineering
2. Geotechnical reliability and risk analysis
2. Limit state design of geotechnical structures
3. Seismic design of earth structures
Email address: panqiujing@foxmail.com,panqiujing2013@gmail.com
参与课题/Project Experience
1. 2018-present, “Bayesian learning methods to tackle "MUSIC" geotechnical data”, National University of Singapore
2. 2017-2018, “Response of building foundation to tunneling-induced ground motions considering three-dimensional soil displacement field”, Hong Kong Research Grants Council
3. 2014-2017, “Random fields based reliability analysis of an embankment dam by exploiting in site data”, Irstea France
4. 2012-2014, “深长隧道突水突泥多元信息特征与防控理论”，国家重点基础研究发展计划（973计划）
发表论文/Publications
1. Pan Q, Dias D. Probabilistic evaluation of tunnel face stability in spatially random soils using sparse polynomial chaos expansion with global sensitivity analysis. Acta Geotechnica, 2017, 12(6):1415-1429
2. Pan Q, Dias D. An efficient reliability method combining adaptive Support Vector Machine and Monte Carlo Simulation. Structural Safety, 2017, 67:85-95.
3. Pan Q, Dias D. Sliced inverse regression-based polynomial chaos expansion for reliability analysis in high-dimensions. Reliability Engineering and System Safety, 2017, 167: 484-493.
4. Pan Q, Dias D. Probabilistic analysis of a rock tunnel face using polynomial chaos expansion method. International Journal of Geomechanics ASCE, 2018, 18(4): 04018013.
5. Pan Q, Dias D. The effect of pore water pressure on tunnel face stability. International Journal for Numerical and Analytical Methods in Geomechanics, 2016, 40(15):2123-2136.
6. Pan Q, Dias D. Three dimensional face stability of a tunnel in weak rock masses subjected to seepage forces. Tunnelling and Underground Space Technology, 2018, 71:555-566.
7. Pan Q, Dias D. Upper-bound analysis on the face stability of a non-circular tunnel. Tunnelling and Underground Space Technology, 2017, 62: 96-102.
8. Pan Q, Dias D. Safety factor assessment of a tunnel face reinforced by horizontal dowels. Engineering Structures, 2017, 142:56-66.
