Jin-Jian Chen - Publications, H-index & Citations

陈

陈锦剑 (Jin-Jian Chen)

Shanghai Jiao Tong University

36H指数

253论文数

4.0K被引数

收录论文 105

发表时间

A framework for predicting the uplift capacity of suction caissons in clay based on data augmentation 基于数据增强的预测黏土中吸力锚承载力框架

Ocean Engineering

IF5.5

2026-07-01

PREAI

Dong, Ziang; Wu, Xiaoni; Chen, Jinjian; Tang, Chao; Pan, Yue

Influence of fully open cavities on inclined pullout behavior of torpedo anchors: A numerical study 全开孔洞对鱼雷锚倾斜拔出行为的影响：数值研究

Ocean Engineering

IF5.5

2026-05-01

PREAI

Tang, Chao; Wu, Xiaoni; Chen, Jinjian; Chen, Jinbo; Dong, Ziang; Jiang, Zihao; Wang, Teng

Observed performances and spatial effects of a set of 40 m ultra-deep rectangular excavations in Shanghai soft soils

SOILS AND FOUNDATIONS

IF3.3

2026-01-21

OAAI

Zhu, Yinhang; Wang, Weidong; Xu, Zhonghua; Chen, Jinjian; Yang, Zhihao

Towards low-carbon construction of metro station foundation pit: A probabilistic digital twin framework with self-supervised learning capability 面向低碳地铁车站基坑建设的概率数字孪生框架：具有自监督学习能力

Tunnelling and Underground Space Technology

IF7.4

2026-01-13

PREAI

Weizong Lai; Yue Pan; Limao Zhang; Jin-Jian Chen; Jianjun Qin

Data-physics-fused deep learning for risk prediction in soft soil excavations: a case study of Shanghai metro 数据-物理融合深度学习在软土开挖风险预测中的应用：以上海地铁为例

Acta Geotechnica

IF5.7

2025-12-16

PREAI

Zonghang He; Yue Pan; Jin-Jian Chen

Large language model-enhanced graph neural network for quantile prediction of railway track settlement near deep excavations 基于大型语言模型增强的图神经网络，用于深基坑附近铁路轨道沉降的分位数预测

Advanced Engineering Informatics

IF9.9

2025-11-22

PREAI

Xiaojing Zhou; Yue Pan; Jianjun Qin; Jin-Jian Chen

Towards settlement monitoring distribution optimization of engineered structure adjacent to deep excavation: A trustworthy probabilistic learning framework with a value of information supervised mechanism 面向深基坑邻近工程结构沉降监测分布优化的：一种具有信息价值监督机制的可信概率学习框架

Tunnelling and Underground Space Technology

IF7.4

2025-11-18

PREAI

Linfeng Li; Jianjun Qin; Yue Pan; Jin-Jian Chen

Towards automated and uncertainty-aware risk assessment for deep excavation via data-driven pythagorean fuzzy Bayesian network 基于数据驱动的皮塔哥拉斯模糊贝叶斯网络，实现深基坑开挖的自动化与不确定性感知的风险评估

Expert Systems with Applications

IF7.5

2025-11-17

PREAI

Zonghang He; Yue Pan; Jin-Jian Chen

Multimodal feature fusion deep learning for spatiotemporal prediction of deformation and environmental impacts in pipe-roof tunnel construction 多模态特征融合深度学习在管道顶板隧道施工中变形及环境影响的空间-时间预测

Advanced Engineering Informatics

IF9.9

2025-10-31

PREAI

Cunyang Zhang; Yongmao Hou; Xiaohe Xia; Jin-Jian Chen; Yue Pan

Three-dimensional upper bound perturbation method for stability of slopes based on rigid translational-rotational coupled elements 基于刚体平移-旋转耦合单元的边坡稳定性三维上限扰动方法

Computers and Geotechnics

IF6.2

2025-10-23

PREAI

Tingzhen Tan; Maosong Huang; Zhenhao Shi; Jinjian Chen

An intelligent optimisation algorithm for constitutive model parameter identification of Shanghai deep sands from laboratory tests 基于实验室试验的上海深部砂土本构模型参数识别智能优化算法

Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards

IF0

2025-10-13

PREAI

Hao Wu; Xiong Wang; Ming-Guang Li; Jin-Jian Chen

Long-term Consolidation Settlement Behavior of Piled Raft Foundations on Soft Clay Considering Strain Rate Effect 考虑应变率效应的软黏土地基桩筏基础长期固结沉降行为

Transportation Infrastructure Geotechnology

IF2.3

2025-09-19

PREAI

Kang Liu; Jinjian Chen; Jingwen Kang

Towards trustworthy excavation-induced risk warning for adjacent building: A Bayesian reasoning based probabilistic deep learning method 面向邻近建筑物的可信挖掘诱发风险预警：一种基于贝叶斯推理的概率深度学习方法

Underground Space

IF8.3

2025-09-19

OAAI

Yue Pan; Xuyang Li; Jianjun Qin; Jin-Jian Chen; Paolo Gardoni

The sub-step iteration interface friction modelling method for numerical analysis of dynamically installed anchors 动态安装锚杆数值分析的子步迭代界面摩擦建模方法

Ocean Engineering

IF5.5

2025-07-03

PREAI

Chao Tang; Xiaoni Wu; JinJian Chen; Teng Wang; Jian Shu

A novel liquid-gas-solid computational fluid dynamics-discrete element method-volume of fluid coupling method with compressible fluid phases 一种新型的液-气-固计算流体动力学-离散元方法-体积分数法耦合方法，适用于可压缩流体相

PHYSICS OF FLUIDS

IF4.3

2025-04-23

PREAI

He, Jin-Hui; Li, Ming-Guang; Chen, Jin-Jian; Li, Jiong; Zhen, Liang

Multi-objective optimization framework for generative design of horseshoe-shaped pipe arrangement in pre-stressed underground bundles 预应力地下束中马蹄形管道布置生成设计的多目标优化框架

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2025-04-01

PREAI

He, Wen; Pan, Yue; Hou, Yongmao; Chen, Jin-Jian

Numerical analysis of a deep and oversized group excavation: A case study

UNDERGROUND SPACE

IF8.3

2025-04-01

OAAI

Li, Mingguang; Chen, Haobiao; Zhang, Zhongjie; Chen, Jinjian; Yang, Qirun

Hydro-Mechanical Numerical Analysis of a Double-Wall Deep Excavation in a Multi-Aquifer Strata Considering Soil-Structure Interaction

BUILDINGS

IF3.1

2025-03-20

OAAI

Zhu, Yinhang; Wang, Weidong; Xu, Zhonghua; Chen, Jinjian; Zhang, Ji

Image-based prediction for enclosure structure deformation in pipe-roof tunnel construction using a physical-guided and generative deep learning method 基于物理引导和生成式深度学习方法，对管棚隧道施工中围岩结构变形进行基于图像的预测

AUTOMATION IN CONSTRUCTION

IF11.5

2025-03-01

PREAI

Zhang, Cunyang; Pan, Yue; Chen, Jin-Jian

Spatiotemporal deep learning for multi-attribute prediction of excavation-induced risk 空间-时间深度学习在挖掘诱发性风险多属性预测中的应用

AUTOMATION IN CONSTRUCTION

IF11.5

2025-03-01

PREAI

Pan, Yue; He, Wen; Chen, Jin-Jian

研究方向