万琪伟（Qiwei Wan）
博士研究生 · 岩土工程（智能建造方向）｜EatRice 学生工作室负责人
个人简介
华东交通大学土木建筑学院岩土工程专业 2023 级博士研究生。长期聚焦岩土工程安全、信息化与自动化短板，
牵头研发“智建岩土”智能化施工安全预测预警系统，已在广州白云站等项目应用并成功排查风险。
已申请发明专利 10 项（授权 8 项），发表 SCI/北大核心等论文 8 篇；参与国家重点研发计划与国家自然科学基金重点项目，
主持省级研究生创新基金 1 项。曾获国家奖学金、中国大学生自强之星、江西省最美大学生、南昌市青年五四奖章、
江西省博士研究生十佳实践之星等荣誉。
教育背景
华东交通大学 · 土木建筑学院
2021.09 − 至今｜岩土工程（智能建造方向）硕博连读，博士二年级；2025 昆士兰大学公派联培录取
江西水利电力大学 · 瑶湖学院
2017.09 − 2021.06｜大土木实验班 本科，GPA 3.4/4.0，排名 3/34
参与项目与主要工作（代表）
基于人工智能的滨海城市典型工程群安全监测预警云平台（国家“十四五”重点研发计划）
2023.08 − 至今｜课题五·子课题一 实际执行人（经费 96 万）
- 制定与执行研究计划，对接上海建工（课题五牵头）、武汉大学、上海交大等单位的工程物联网监测需求。
- 组织团队研发基于计算机视觉的复杂环境下结构裂缝检测装置。
- 带领 1 名研二、1 名研一及多名本科生，协同上海建工共建监测预警云平台，进行技术攻关与现场应用。
岩土工程智慧建维认识实习系统开发（浙大城市学院横向课题）
2023.09 − 2024.09｜项目负责人（经费 48.8 万）
- 编制甲方需求清单与开发需求书，制定整体研发路线与里程碑。
- 组织软件学院/土建学院/财经大学 VR 团队协同开发；与中铁十二局、浙江地矿等单位完成现场采景与无人机航拍建模。
晓沅隧道自动化风险预测预警系统
2024.02 − 2024｜智慧运维平台搭建负责人
- 对接江西交投（业主）、江西交工（施工）的智慧运维需求，编制平台研发计划并滚动迭代。
- 带领工作室成员推进软硬件联调与现场应用落地。
“岩土小鼹”注册岩土工程师专家辅助系统
2023.11 − 2024.11｜项目负责人（经费 3 万）
- 撰写并获批智谱 AI SMP 学科交叉基金项目，组建团队基于 ChatGLM 研发垂域大模型（知识库 + 微调）。
- 协调智谱 AI 与智慧建维研究院算力资源，完善工程知识图谱与题库推理链路。
萍乡路基采空区自动化风险预测预警平台
2023.02 − 2023.09｜智慧运维平台搭建负责人
- 对接萍乡市交通运输局（业主）、浙江交工（施工）智慧运维需求，设计监测与研发方案。
- 联合工程师完成现场传感器部署，带队实现平台上线应用。
广州白云站综合交通枢纽基坑工程智慧化运维
2022.10 − 2023.10｜智慧运维平台搭建负责人
- 对接广州地铁、中铁建工与苏交科监测数据与运维需求，编制平台研发与迭代路线。
- 落地基坑监测数据管线，上线辅助现场运维决策。
南昌新建文演中心 BIM 全流程应用、32 栋土建实验楼 BIM
2021.09 − 2022.06｜项目参与（土建实验楼学院对接人）
- 对接江西有色集团与中阳集团 BIM 部门需求，参与 BIM 建模、进度跟进与项目验收。
学术成果（部分）
论文
- Qiwei Wan, Changjie Xu*, et al. Automated Design Framework for Excavation Retaining Structures: Extending IFC Standards and Integrating BIM with Geotechnical Simulation. Underground Space, 2025（中科院SCI一区 TOP，IF 8.3）
- Qiwei Wan, Changjie Xu*, et al. Automated inverse design of asymmetric excavation retaining structures using multi-objective optimization. Journal of Rock Mechanics and Geotechnical Engineering, 2025（中科院SCI一区 TOP IF 10.2）
- Haibin Ding., Qiwei Wan, Changjie Xu, et al. Semianalytical Method for Controlling the Deformation of Retaining Structures Subjected to Asymmetrical Loads. International Journal of Geomechanics, 2024. （中科院SCI 二区，IF 3.3）
- Zhong, Wancai, Qiwei Wan*, et al. Research on the Optimal Design of Retaining Piles of a Wide Metro Tunnel Foundation Pit Based on Deformation Control. Buildings, 2024. （中科院SCI 三区，IF 3.1）
- Xiaozhen, Xu, Changjie, Liang, Luju, Feng, Guohui, Qiwei Wan. Analytical Method for the Deformation-Based Design of Retaining Walls in Asymmetric Excavation. Buildings, 2024. （中科院SCI 三区，IF 3.1）
- 陈露,周浩宇,万琪伟*,等.基于混合模糊集与多源信息融合的隧道运营期健康评价方法. 铁道标准设计, 2025.（北大核心）
- 丁小文,龙思桦,叶快,万琪伟*等.多目标优化基坑双边耦合变形控制设计建模及求解方法. 土木与环境工程学报(中英文)，2025（CSCD/北大核心）
- 彭俊仁，万琪伟*，丁海滨 等. 基于强度折减的坑中坑稳定分析方法. 地下空间与工程学报，2023（CSCD/北大核心）
- 万琪伟，丁海滨*，万强 等. 基于变形控制的基坑支护桩设计方法研究. 华东交通大学学报，2023（科技核心）
- 孔跃跃，万琪伟*，丁海滨 等. 非对称开挖双支撑支护结构优化设计研究. 隧道建设（中英文），2023（CSCD/北大核心）
发明专利
- 万琪伟，喻建云，雷一鸣 等. 基于机器视觉的建筑结构最大裂缝宽度检测方法及系统. CN202510796464.6，2025-07-15.（公开）
- 万琪伟，刘新慈，徐长节 等. 一种基坑围护结构变形控制逆向设计方法及系统. CN202510748308.2，2025-07-04.（公开）
- 万琪伟，徐长节，陈清林 等.一种双边耦合变形下基坑围护结构土压力计算方法及系统. CN202510194347.2，2025-06-03.（授权）
- 喻建云，朱江华，万琪伟 等，运营期高层建筑的安全评估方法及系统. CN202510021079.4，2025-04-25.（公开）
- 丁海滨，万琪伟，杨毅庆 等. 基坑围护结构变形控制逆向设计方法及系统. CN202410074609.7，2024-02-23（授权）
- 丁海滨，万琪伟，黄年勇 等. 隔震结构及其设计方法. CN202210421958.2，2023-05-12（授权）
- 丁海滨，万琪伟，徐长节 等. 基坑支护结构的变形预测及逆向设计方法与系统. CN202310882865.4，2023-12-01（授权）
- 丁海滨，万琪伟，徐长节 等. 基坑支护桩的设计方法及系统. CN202310412217.2，2023-07-04（授权）
- 万琪伟，张渴望，徐长节 等. 基坑工程评估方法与系统. CN202410398287.1，2024-04-03（授权）
- 刘洪河，张渴望，万琪伟 等. 基于深度学习的隧道衬砌裂缝检测方法与系统. CN202410957529.6，2024-08-16（授权）
专业技能
力学仿真
数据与开发
工程与信息化
Qiwei Wan
PhD Candidate · Geotechnical Engineering (Smart Construction) ｜ Lead, EatRice Student Studio
Profile
PhD candidate (admitted in 2023) in Geotechnical Engineering at the School of Civil & Architecture, East China Jiaotong University.
My research focuses on safety, informatization, and automation in geotechnical engineering. I lead the development of “Smart Geotech,”
an AI-driven early-warning system for construction safety that has been deployed at the Guangzhou Baiyun Integrated Transportation Hub
and successfully identified potential risks. I have filed 10 invention patents (8 granted) and published 8 papers in SCI and core Chinese journals.
I participated in a National Key R&D Program and a National Natural Science Foundation key project, and I am PI of a provincial graduate innovation fund.
Honors include the National Scholarship, “Self-Strengthening Star” for Chinese University Students, “Most Beautiful College Student” of Jiangxi Province,
the Nanchang May Fourth Youth Medal, and “Top Ten Practice Stars” among Jiangxi PhD candidates.
Education
East China Jiaotong University · School of Civil & Architecture
Sep 2021 − Present｜Combined Master–PhD in Geotechnical Engineering (Smart Construction), Year-2 PhD
CSC-sponsored joint training at The University of Queensland in 2025
CSC-sponsored joint training at The University of Queensland in 2025
Jiangxi University of Water Resources & Electric Power · Yaohu College
Sep 2017 − Jun 2021｜B.Eng., “Grand Civil” Experimental Class, GPA 3.4/4.0, Rank 3/34
Selected Projects & Roles
AI-enabled Cloud Platform for Safety Monitoring & Early Warning in Coastal City Projects (National “14th Five-Year” Key R&D Program)
Aug 2023 − Present｜Task 5 · Sub-task 1, Executive Implementer (Budget ¥0.96M)
- Planned and executed the research roadmap; coordinated IoT monitoring requirements with Shanghai Construction Group (task lead), Wuhan University and SJTU.
- Led the development of a computer vision device for crack detection under complex environments.
- Supervised 1 MSc (Y2), 1 MSc (Y1), and multiple undergraduates; co-built a monitoring & early-warning cloud platform with Shanghai Construction and advanced field applications.
Smart O&M Learning System for Geotechnical Engineering (Industry Project, Zhejiang City College)
Sep 2023 − Sep 2024｜Project Lead (Budget ¥0.488M)
- Compiled client requirement checklist and development brief; set the overall R&D roadmap and milestones.
- Coordinated cross-disciplinary teams (Software/Civil/VR); conducted on-site capture and UAV mapping with CR12 and Zhejiang Geological & Mineral.
Xiaoyuan Tunnel Automated Risk Early-Warning System
Feb 2024 − 2024｜Platform Lead
- Aligned smart O&M requirements with Jiangxi Communications Investment (owner) and Jiangxi Jiaogong (contractor); formulated and iterated the platform plan.
- Led the team for hardware–software integration and on-site deployment.
“Geo-Mole” — Expert Assistance System for Registered Geotechnical Engineers
Nov 2023 − Nov 2024｜Project Lead (Budget ¥30k)
- Authored and secured Zhipu-AI SMP Interdisciplinary Fund; developed a domain LLM (ChatGLM) with knowledge base + fine-tuning.
- Coordinated compute resources with Zhipu AI and the Smart O&M Research Institute; enhanced the engineering knowledge graph and exam-style reasoning chain.
Pingxiang Subgrade Goaf Risk Early-Warning Platform
Feb 2023 − Sep 2023｜Platform Lead
- Worked with the local DOT (owner) and Zhejiang Jiaogong (contractor); designed monitoring & development schemes and deployed sensors on site.
- Delivered the cloud-based O&M platform for field operation.
Guangzhou Baiyun Hub Deep Excavation Smart O&M
Oct 2022 − Oct 2023｜Platform Lead
- Integrated monitoring data and O&M requirements with Guangzhou Metro, CRCEG and JSTECH; planned platform iterations.
- Built the monitoring data pipeline and supported on-site decision-making.
Nanchang Performing Arts Center (BIM Full-Process) & Building 32 (BIM)
Sep 2021 − Jun 2022｜Participant (Dept. Liaison for Building 32)
- Coordinated with the BIM departments of Jiangxi Nonferrous Group and Zhongyang Group; contributed to BIM modeling, schedule tracking and acceptance.
Publications (Selected)
Papers
- Qiwei Wan, Changjie Xu*, et al. Automated Design Framework for Excavation Retaining Structures: Extending IFC Standards and Integrating BIM with Geotechnical Simulation. Underground Space, 2025 (SCI Q1 TOP, IF 8.3).
- Qiwei Wan, Changjie Xu*, et al. Automated inverse design of asymmetric excavation retaining structures using multi-objective optimization. Journal of Rock Mechanics and Geotechnical Engineering, 2025 (SCI Q1 TOP, IF 10.2).
- Haibin Ding, Qiwei Wan, Changjie Xu, et al. Semianalytical Method for Controlling the Deformation of Retaining Structures Subjected to Asymmetrical Loads. International Journal of Geomechanics, 2024 (SCI Q2, IF 3.3).
- Wancai Zhong, Qiwei Wan*, et al. Research on the Optimal Design of Retaining Piles of a Wide Metro Tunnel Foundation Pit Based on Deformation Control. Buildings, 2024 (SCI Q3, IF 3.1).
- Xiaozhen Fan, Changjie Xu, Luju Liang, Guohui Feng, Wan, Qiwei et al. Analytical Method for the Deformation-Based Design of Retaining Walls in Asymmetric Excavation. Buildings, 2024 (SCI Q3, IF 3.1).
- Lu Chen, Qiwei Wan*, et al. Health assessment of tunnels in operation based on hybrid fuzzy sets and multi-source information fusion. Railway Standard Design, 2025 (in Chinese; PKU Core).
- Xiaowen Ding, Sihua Long, Qiwei Wan*, et al. Modeling and solution of deformation-control design for bilaterally coupled deep excavations via multi-objective optimization. Journal of Civil and Environmental Engineering (Chinese & English), 2025 (CSCD/PKU Core).
- Junren Peng, Qiwei Wan*, et al. Stability analysis for “pit-in-pit” excavations based on strength reduction method. Chinese Journal of Underground Space and Engineering, 2023 (CSCD/PKU Core; in Chinese).
- Qiwei Wan, Haibin Ding*, et al. Deformation-control based design method for retaining piles in deep excavations. Journal of East China Jiaotong University, 2023 (Science & Technology Core; in Chinese).
- Yueyue Kong, Qiwei Wan*, et al. Optimization design of double-strut retaining systems for asymmetric excavations. Tunnel Construction (Chinese & English), 2023 (CSCD/PKU Core; in Chinese).
Invention Patents
- Wan, Qiwei; Yu, J.; Lei, Y., et al. Method & system for maximum crack-width detection of building structures based on machine vision. CN202510796464.6, 2025-07-15. (Published)
- Wan, Qiwei; Liu, X.; Xu, C., et al. Inverse-design method & system for deformation control of excavation retaining structures. CN202510748308.2, 2025-07-04. (Published)
- Wan, Qiwei; Xu, C.; Chen, Q., et al. Earth pressure calculation for bilaterally coupled deformation of retaining structures. CN202510194347.2, 2025-06-03. (Granted)
- Yu, J.; Zhu, J.; Wan, Qiwei, et al. Safety evaluation method & system for high-rise buildings during operation. CN202510021079.4, 2025-04-25. (Published)
- Ding, H.; Wan, Qiwei; Yang, Y., et al. Inverse-design method for deformation control of excavation retaining structures & system. CN202410074609.7, 2024-02-23. (Granted)
- Ding, H.; Wan, Qiwei; Huang, N., et al. Seismic isolation structure and its design method. CN202210421958.2, 2023-05-12. (Granted)
- Ding, H.; Wan, Qiwei; Xu, C., et al. Prediction & inverse-design method for retaining structures. CN202310882865.4, 2023-12-01. (Granted)
- Ding, H.; Wan, Qiwei; Xu, C., et al. Design method for retaining piles & system. CN202310412217.2, 2023-07-04. (Granted)
- Wan, Qiwei; Zhang, K.; Xu, C., et al. Evaluation method & system for excavation engineering. CN202410398287.1, 2024-04-03. (Granted)
- Liu, H.; Zhang, K.; Wan, Qiwei, et al. Deep learning-based detection for tunnel lining cracks. CN202410957529.6, 2024-08-16. (Granted)